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Most-cited are based on citations from 2024 ~ 2026.

Review article

[English]
Sex differences in metabolic dysfunction-associated steatotic liver disease: a narrative review
Sae Kyung Joo, Won Kim
Ewha Med J 2024;47(2):e17.   Published online April 30, 2024
DOI: https://doi.org/10.12771/emj.2024.e17

Understanding the effects of sex and sex differences on liver health and disease is crucial for individualized healthcare and informed decision-making for patients with liver disease. The impact of sex on liver disease varies according to its etiology. Women have a lower prevalence of metabolic dysfunction-associated steatotic liver disease (MASLD) than men. However, postmenopausal women face a higher risk of advanced liver fibrosis due to hormonal influences. Sex differences affect the pathogenesis of MASLD, which involves a complex process involving several factors such as hormones, obesity, and the gut microbiome. Furthermore, sex-related differences in the development of MASLDrelated hepatocellular carcinoma have been observed. The sex-specific characteristics of MASLD necessitate an individualized management approach based on scientific evidence. However, research in this area has been lacking. This article reviews the current understanding of sex differences in MASLD.

Citations

Citations to this article as recorded by  
  • Unveiling the Burden of Steatotic Liver Disease: Mortality Risks by Subtype and Fibrosis Stage in a Nationwide Cohort
    Qi Feng, Pinelopi Manousou, Chioma N. Izzi‐Engbeaya, Rohit Loomba, Mark Thursz, Mark Woodward
    Liver International.2026;[Epub]     CrossRef
  • KASL clinical practice guidelines for the management of metabolic dysfunction-associated steatotic liver disease 2025
    Won Sohn, Young-Sun Lee, Soon Sun Kim, Jung Hee Kim, Young-Joo Jin, Gi-Ae Kim, Pil Soo Sung, Jeong-Ju Yoo, Young Chang, Eun Joo Lee, Hye Won Lee, Miyoung Choi, Su Jong Yu, Young Kul Jung, Byoung Kuk Jang
    Clinical and Molecular Hepatology.2025; 31(Suppl): S1.     CrossRef
  • MASLD: Prevalence, Mechanisms, and Sex-Based Therapies in Postmenopausal Women
    Ilaria Milani, Marianna Chinucci, Frida Leonetti, Danila Capoccia
    Biomedicines.2025; 13(4): 855.     CrossRef
  • Sex and gender disparities in hepatocellular carcinoma: insights into risk, diagnosis, and therapeutic outcomes
    Tu Tuan Tran, Huy The Be, Khanh Dinh Hoang, Hoang Duc Dong
    Clinical and Translational Oncology.2025; 27(12): 4301.     CrossRef
  • Curcumin for Inflammation Control in Individuals with Type 2 Diabetes Mellitus and Metabolic Dysfunction-Associated Steatotic Liver Disease: A Randomized Controlled Trial
    Metha Yaikwawong, Laddawan Jansarikit, Siwanon Jirawatnotai, Somlak Chuengsamarn
    Nutrients.2025; 17(12): 1972.     CrossRef
  • Mediation analysis of the molecular phenotypes in a severe MASH-like liver injury mouse model
    Zhuolin Song, Volodymyr P Tryndyak, Rose A Willett, Igor P Pogribny, Ivan Rusyn, Fred A Wright
    Toxicological Sciences.2025; 208(1): 155.     CrossRef
  • Association between dairy consumption and metabolic dysfunction-associated steatotic liver disease among Korean adults: Evidence from the prospective health examinees cohort
    Wuttyi Khaing, Uyangamaa Nyamsuren, Sangah Shin
    Nutrition Research.2025; 144: 38.     CrossRef
  • Association Between Metabolic Dysfunction–Associated Steatotic Liver Disease (MASLD) and Short-Term Progression of Carotid Atherosclerosis Among Early Middle Age Adults
    Wenjing Xiao, Xinghe Sun, Hui Lv, Xiaohui Liu, Jihong Zhu
    Diabetes, Metabolic Syndrome and Obesity.2025; Volume 18: 4535.     CrossRef
  • The Prevalence of Liver Enzyme Abnormalities Among Adult Patients with Non-Communicable Diseases in Rwanda: A Gender-Stratified Analysis
    Noa Tuyikurikire, Emmanuel Tuyizere, Janvier Imanishimwe, Aime Ahishakiye, Happy Jean Bosco Asifiwe, Emmanuel Rubayiza, James Gafirita, Herbert Mapira, Augustin Nzitakera, Araya Wasihun, Cuthbert Musarurwa
    Hepatic Medicine: Evidence and Research.2025; Volume 17: 199.     CrossRef
  • Implication of the Androgen Receptor in Muscle–Liver Crosstalk: An Overlooked Mechanistic Link in Lean-MASLD
    Eleni Myrto Trifylli, Christiana Charalambous, Nikolaos Spiliotopoulos, Nikolaos Papadopoulos, Anastasia Oikonomou, Spilios Manolakopoulos, Melanie Deutsch
    Livers.2025; 5(4): 65.     CrossRef
  • Associations between steatotic liver disease subtypes and incident diabetes in young Korean adults: A nationwide cohort study
    Goh Eun Chung, Su Jong Yu, Jeayeon Park, Yoon Jun Kim, Jung‐Hwan Yoon, Kyungdo Han, Eun Ju Cho
    Diabetes, Obesity and Metabolism.2025;[Epub]     CrossRef
  • Sex and gender differences in MASLD: pathophysiological mechanisms, clinical implications, and future directions
    Mohamad Jamalinia, Samira Saeian, Nima Nikkhoo, Amirhossein Nazerian, Kamran Bagheri Lankarani
    Metabolism and Target Organ Damage.2025;[Epub]     CrossRef
  • High-Sensitivity C-Reactive Protein Levels in Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD), Metabolic Alcohol-Associated Liver Disease (MetALD), and Alcoholic Liver Disease (ALD) with Metabolic Dysfunction
    Seong-Uk Baek, Jin-Ha Yoon
    Biomolecules.2024; 14(11): 1468.     CrossRef
  • 4,216 View
  • 53 Download
  • 5 Web of Science
  • 13 Crossref

Opinion

[English]

Citations

Citations to this article as recorded by  
  • Expansion of medical school admission quotas in Korea, is it really necessary?
    Jeong Hun Park, Jungchan Lee, Kye-Hyun Kim, Yo Han Shin, Seog-Kyun Mun
    BMC Public Health.2025;[Epub]     CrossRef
  • A creative and innovative platform leading a sustainable society by the 150th anniversary of Ewha Womans University: a presidential farewell address
    Eun Mee Kim
    The Ewha Medical Journal.2025;[Epub]     CrossRef
  • Halted medical education and medical residents’ training in Korea, journal metrics, and appreciation to reviewers and volunteers
    Sun Huh
    Journal of Educational Evaluation for Health Professions.2025; 22: 1.     CrossRef
  • Korea’s 2024 reduction in medical research output amid physician residents’ resignation
    Jeong-Ju Yoo, Hyun Bin Choi, Young-Seok Kim, Sang Gyune Kim
    Ewha Medical Journal.2025; 48(2): e36.     CrossRef
  • Reflections on 25 hours a day at Ewha Womans University College of Medicine from August 2021 to January 2025: a dean’s farewell message
    Eunhee Ha
    Ewha Medical Journal.2025; 48(2): e20.     CrossRef
  • Current challenges in Korean medical research and highlights from this issue of Annals of Clinical Microbiology
    Hae-Sun Chung
    Annals of Clinical Microbiology.2025; 28(2): 11.     CrossRef
  • Media discourse on physician assistant nurses in South Korea: a text network and topic modeling approach
    Young Gyu Kwon, Daun Jeong, Song Hee Park, Mi Kyung Kim, Chan Woong Kim
    Journal of Korean Academy of Nursing.2025; 55(3): 388.     CrossRef
  • Proposal for a faculty cohort system for sustainable medical education in Korea
    Min Ji Kim, Claire Junga Kim
    Korean Journal of Medical Education.2025; 37(4): 525.     CrossRef
  • Reckless policy to expand medical school enrollment quotas slows down research engines at the local private university hospital
    Min Cheol Chang
    Journal of Yeungnam Medical Science.2025; 42: 47.     CrossRef
  • How should medical students and young physicians prepare to be National Assembly members in Korea?
    Hyun-Yung Shin
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • Unresolved policy on the new placement of 2,000 entrants at Korean medical schools and this issue of Ewha Medical Journal
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • Medical crisis in 2024: challenges for Korea’s medical policy
    Hyoung Wook Park
    Journal of the Korean Medical Association.2024; 67(7): 432.     CrossRef
  • Halted medical education in Korea amid Nobel Prizes in deep learning and machine learning research, tribute to a leader of Ewha Womans University College of Medicine, and highlights from this issue
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • 12,114 View
  • 17 Download
  • 10 Web of Science
  • 13 Crossref

Guidelines

[Korean]

Citations

Citations to this article as recorded by  
  • ChatGPT isn’t an author, but a contribution taxonomy is needed
    Y. Suchikova, N. Tsybuliak
    Accountability in Research.2025; 32(8): 1590.     CrossRef
  • Ewha Medical Journal passed the scientific evaluation by PubMed Central and succeeded in being included in DOAJ, but failed to be accepted by Scopus
    Sun Huh
    Ewha Medical Journal.2025; 48(2): e21.     CrossRef
  • Reporting of cluster randomised crossover trials: extension of the CONSORT 2010 statement with explanation and elaboration
    Joanne E McKenzie, Monica Taljaard, Karla Hemming, Sarah J Arnup, Bruno Giraudeau, Sandra Eldridge, Richard Hooper, Brennan C Kahan, Tianjing Li, David Moher, Elizabeth L Turner, Jeremy M Grimshaw, Andrew B Forbes
    BMJ.2025; 388: e080472.     CrossRef
  • The ethics of using artificial intelligence in writing medical research papers
    Shinae Yu, Hyunyong Hwang
    Kosin Medical Journal.2025; 40(4): 270.     CrossRef
  • Darbepoetin plus slow-release IntraVenous Iron to decrease transfusions and improve iron status and neurodevelopment in preterm infants (DIVI): study protocol for a randomized, blinded phase II trial
    Sandra E. Juul, Bryan A. Comstock, Dennis E. Mayock, Kendell German, John Feltner, Jill Irvine, Eliza Lagerquist, Patrick J. Heagerty
    Trials.2025;[Epub]     CrossRef
  • Enhancing the quality of reporting of orthodontic clinical research
    Danchen Qin, Hong He, Yu-Kang Tu, Fang Hua
    Seminars in Orthodontics.2024; 30(1): 2.     CrossRef
  • Halted medical education in Korea amid Nobel Prizes in deep learning and machine learning research, tribute to a leader of Ewha Womans University College of Medicine, and highlights from this issue
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • Chatbots, generative AI, and scholarly manuscripts: WAME recommendations on chatbots and generative artificial intelligence in relation to scholarly publications
    Chris Zielinski, Margaret A. Winker, Rakesh Aggarwal, Lorraine E. Ferris, Markus Heinemann, Jose Florencio Lapeña, Sanjay A. Pai, Edsel Ing, Leslie Citrome, Murad Alam, Michael Voight, Farrokh Habibzadeh
    Current Medical Research and Opinion.2024; 40(1): 11.     CrossRef
  • Health-related quality of life across disease stages in patients with amyotrophic lateral sclerosis: results from a real-world survey
    Katie Stenson, T. E. Fecteau, L. O’Callaghan, P. Bryden, J. Mellor, J. Wright, L. Earl, O. Thomas, H. Iqbal, S. Barlow, S. Parvanta
    Journal of Neurology.2024; 271(5): 2390.     CrossRef
  • US peer reviewers received over $1bn in industry payments over three years
    Janice Hopkins Tanne
    BMJ.2024; : q2260.     CrossRef
  • 4,061 View
  • 22 Download
  • 2 Web of Science
  • 10 Crossref

Review articles

[English]
Relationship between periodontitis and systemic health conditions: a narrative review
Min-Young Kim, Eun-Kyoung Pang
Ewha Med J 2025;48(2):e27.   Published online April 14, 2025
DOI: https://doi.org/10.12771/emj.2025.00101
This review examines the bidirectional relationship between periodontitis and systemic health conditions, offering an integrated perspective based on current evidence. It synthesizes epidemiological data, biological mechanisms, and clinical implications to support collaborative care strategies recognizing oral health as a key component of overall wellness. Periodontitis affects 7.4% to 11.2% of adults worldwide, and its prevalence increases with age. Beyond its local effects, including gingival inflammation, periodontal pocket formation, and alveolar bone loss, periodontitis is associated with various systemic conditions. Emerging evidence has established links with obesity, diabetes mellitus, cardiovascular disease, chronic kidney disease, inflammatory bowel disease, rheumatoid arthritis, respiratory diseases, adverse pregnancy outcomes, certain malignancies, neurodegenerative diseases, psychological disorders, and autoimmune conditions. These associations are mediated by 3 primary mechanisms: dysbiotic oral biofilms, chronic low-grade systemic inflammation, and the dissemination of periodontal pathogens throughout the body. The pathophysiology involves elevated levels of pro-inflammatory cytokines (including interleukin 6, tumor necrosis factor alpha, and C-reactive protein), impaired immune function, oxidative stress, and molecular mimicry. Periodontal pathogens, particularly Porphyromonas gingivalis, are crucial in initiating and sustaining systemic inflammatory responses. Treatment of periodontitis has demonstrated measurable improvements in numerous systemic conditions, emphasizing the clinical significance of these interconnections. Periodontitis should be understood as more than just a localized oral disease; it significantly contributes to the overall systemic inflammatory burden, with implications for general health. An integrated, multidisciplinary approach to prevention, early detection, and comprehensive treatment is vital for optimal patient outcomes. Healthcare providers should acknowledge oral health as an essential element of systemic well-being.

Citations

Citations to this article as recorded by  
  • Cannabinoid Signaling and Autophagy in Oral Disease: Molecular Mechanisms and Therapeutic Implications
    Undral Munkhsaikhan, Md Ataur Rahman, Alivia Shasteen, Karima Ait-Aissa, Amal M. Sahyoun, Rajat Das Gupta, Modar Kassan, Ehsanul Hoque Apu, Ammaar H. Abidi
    International Journal of Molecular Sciences.2026; 27(1): 525.     CrossRef
  • Recent advances in pulmonary tuberculosis, the application of deep learning to medical topics, and highlights from this issue of Ewha Medical Journal
    Hae-Sun Chung
    Ewha Medical Journal.2025; 48(2): e16.     CrossRef
  • The Correlations Between Diabetes Mellitus and Oro-Maxillofacial Disorders: A Statistical Perspective
    Ionut Catalin Botezatu, Mihaela Salceanu, Ana Emanuela Botez, Cristina Daniela Dimitriu, Oana Elena Ciurcanu, Claudiu Topoliceanu, Elena-Carmen Cotrutz, Maria-Alexandra Martu
    Dentistry Journal.2025; 13(8): 373.     CrossRef
  • Association between periodontal disease and Alzheimer's disease: a scoping review
    Xiaocui Zhang, Xin Huang, Mengdie Chang
    Frontiers in Aging Neuroscience.2025;[Epub]     CrossRef
  • Salivary Investigation of the Complex Relationship between NLRP3 Inflammasome, Leptin and Total Antioxidant Capacity in the Context of Periodontal Disease
    Iulia I. Stanescu-Spinu, Ilinca Radu , Tudor C. Spinu , Daniela Miricescu , Anca S. Dumitriu , Brandusa F. Mocanu , Silviu C. Badoiu , Anca M. Coricovac , Andreea C. Didilescu
    Romanian Journal of Military Medicine.2025; 128(6): 536.     CrossRef
  • Four-Year Longitudinal Epidemiological Study on the Association Between a Multi-Item Saliva Testing System and Oral and Gut Microbiota
    Satoshi Sato, Daisuke Chinda, Keita Mikami, Masakazu Tobinai, Nao Ishidoya, Keisuke Furusawa, Kaede Miyashiro, Kenta Yoshida, Chikara Iino, Kaori Sawada, Tatsuya Mikami, Shigeyuki Nakaji, Koichi Murashita, Hirotake Sakuraba
    Microorganisms.2025; 13(11): 2483.     CrossRef
  • Oral microbiota in hemodialysis patients; a narrative review on recent ideas
    Mayyadah Hameed Rashid, Haifaa Abdulameer Radhi, Aseel Abdulameer Radhi
    Journal of Renal Injury Prevention.2025; 14(4): e38685.     CrossRef
  • 14,656 View
  • 277 Download
  • 7 Web of Science
  • 7 Crossref
[English]
Chronic obstructive pulmonary disease (COPD) is a leading cause of respiratory morbidity and mortality, most often linked to smoking. However, growing evidence indicates that previous tuberculosis (TB) infection is also a critical risk factor for COPD. This review aimed at providing a comprehensive perspective on TB-COPD, covering its epidemiologic significance, pathogenesis, clinical characteristics, and current management approaches. Tuberculosis-associated chronic obstructive pulmonary disease (TB-COPD) is characterized by persistent inflammatory responses, altered immune pathways, and extensive structural lung damage—manifested as cavitation, fibrosis, and airway remodeling. Multiple epidemiologic studies have shown that individuals with a history of TB have a significantly higher likelihood of developing COPD and experiencing worse outcomes, such as increased breathlessness and frequent exacerbations. Key pathogenic mechanisms include elevated matrix metalloproteinase activity and excessive neutrophil-driven inflammation, which lead to alveolar destruction, fibrotic scarring, and the development of bronchiectasis. Treatment generally follows current COPD guidelines, advocating the use of long-acting bronchodilators and the selective application of inhaled corticosteroids. Studies have demonstrated that indacaterol significantly improves lung function and respiratory symptoms, while long-acting muscarinic antagonists have shown survival benefits.

Citations

Citations to this article as recorded by  
  • Beyond the Lungs: Cardiovascular Risk in COPD Patients with a History of Tuberculosis—A Narrative Review
    Ramona Cioboata, Mihai Olteanu, Denisa Maria Mitroi, Simona-Maria Roșu, Maria-Loredana Tieranu, Silviu Gabriel Vlasceanu, Simona Daniela Neamtu, Eugen Nicolae Tieranu, Rodica Padureanu, Mara Amalia Balteanu
    Journal of Clinical Medicine.2026; 15(2): 661.     CrossRef
  • Recent advances in pulmonary tuberculosis, the application of deep learning to medical topics, and highlights from this issue of Ewha Medical Journal
    Hae-Sun Chung
    Ewha Medical Journal.2025; 48(2): e16.     CrossRef
  • History of Pulmonary Tuberculosis Accelerates Early Onset and Severity of COPD: Evidence from a Multicenter Study in Romania
    Ramona Cioboata, Silviu Gabriel Vlasceanu, Denisa Maria Mitroi, Ovidiu Mircea Zlatian, Mara Amalia Balteanu, Gabriela Marina Andrei, Viorel Biciusca, Mihai Olteanu
    Journal of Clinical Medicine.2025; 14(17): 5980.     CrossRef
  • Bidirectional Association Between Tuberculosis and Chronic Obstructive Pulmonary Disease: A Systematic Review and Meta-Analysis
    Jingyuan Feng, Minghao Hu, Hongfei Duan
    Journal of Clinical Medicine.2025; 14(21): 7639.     CrossRef
  • Immune Mechanisms of the Comorbid Course of Chronic Obstructive Pulmonary Disease and Tuberculosis
    Stanislav Kotlyarov, Dmitry Oskin
    BIOCELL.2025; 49(9): 1631.     CrossRef
  • Chronic Obstructive Pulmonary Disease in Never-Smokers—A Distinct Entity Within the COPD Spectrum
    Andreea-Nicoleta Mălăescu, Florin-Dumitru Mihălțan, Ancuța-Alina Constantin
    Life.2025; 16(1): 43.     CrossRef
  • 10,834 View
  • 345 Download
  • 5 Web of Science
  • 6 Crossref
[English]
Sex differences in coronary atherogenesis: a narrative review
Hack-Lyoung Kim
Ewha Med J 2024;47(2):e15.   Published online April 30, 2024
DOI: https://doi.org/10.12771/emj.2024.e15

Coronary artery disease (CAD) remains the leading cause of mortality worldwide, driven primarily by atherogenesis. Recent efforts to understand sex differences in CAD have revealed distinct patterns in disease burden, risk factors, and clinical presentations. This review examines these sex differences in CAD, underscoring the importance of customized diagnostic and management strategies. Although men typically have higher rates of CAD prevalence and incidence, women face unique challenges, such as delayed diagnosis, atypical symptoms, and lower rates of medication prescription. Hormonal, genetic, and lifestyle factors all play a role in these disparities, with estrogen notably reducing CAD risk in women. Nontraditional risk factors, including chronic inflammation, psychological stress, socioeconomic status, and reproductive history, also contribute to CAD development and are often neglected in clinical settings. Addressing these differences requires increased awareness, more accurate diagnosis, and equitable healthcare access for both sexes. Furthermore, greater inclusion of women in CAD research is essential to better understand sex-specific mechanisms and optimize treatment outcomes. Personalizing CAD management based on sex-specific knowledge has the potential to improve prognosis and decrease disease incidence for both men and women.

Citations

Citations to this article as recorded by  
  • Difference of Coronary Artery Disease in Women and Men in Recent Trials
    Geetha Subramanian, Pavithra Muthusamy, Thiagarajan Kaliyamurthy, Manohar Ganesan
    Indian Journal of Cardiovascular Disease in Women.2025; 10: 131.     CrossRef
  • Mortality patterns of coronary artery diseases and atrial fibrillation in adults in the United States from 1999 to 2022: An analysis using CDC WONDER
    Muzamil Akhtar, Muhammad Hamza Dawood, Muheem Khan, Muhammad Raza, Mehmood Akhtar, Sultana Jahan, Matthew Bates, Aneesh Challa, Raheel Ahmed, Abdul Khaliq Naveed, Yasar Sattar
    The American Journal of the Medical Sciences.2025; 370(1): 59.     CrossRef
  • Interaction between triglyceride-glucose-body mass index and age in coronary artery stenosis severity: a sex-stratified exploratory analysis​
    Pingxiong Zeng, Jingdan Deng, Yuting Zhong, Liping Zhong, Yuanjun Zhou, Yilin Liao, Zhiyan Xu
    BMC Cardiovascular Disorders.2025;[Epub]     CrossRef
  • Trends and Disparities in Mortality due to Diabetes Mellitus and Sepsis in the US Adults: 1999–2023
    Asad Gul Rao, Sufyan Shahid, Neha Pervez, Ramsha Pervez, Raheel Ahmed
    Endocrinology, Diabetes & Metabolism.2025;[Epub]     CrossRef
  • Diagnostic Performance of a Novel AI–Guided Coronary Computed Tomography Algorithm for Predicting Myocardial Ischemia (AI-QCTISCHEMIA) Across Sex and Age Subgroups
    Putri Annisa Kamila, Tara Hojjati, Nick S. Nurmohamed, Ibrahim Danad, Yipu Ding, Ruurt A. Jukema, Pieter G. Raijmakers, Roel S. Driessen, Michiel J. Bom, Pepijn van Diemen, Gianluca Pontone, Daniele Andreini, Hyuk-Jae Chang, Richard J. Katz, Andrew D. Cho
    Journal of the Society for Cardiovascular Angiography & Interventions.2025; : 104064.     CrossRef
  • A Multi-Biomarker Approach to Increase the Accuracy of Diagnosis and Management of Coronary Artery Disease
    Lenka Hostačná, Jana Mašlanková, Dominik Pella, Beáta Hubková, Mária Mareková, Daniel Pella
    Journal of Cardiovascular Development and Disease.2024; 11(9): 258.     CrossRef
  • 7,179 View
  • 88 Download
  • 6 Crossref

Original article

[English]
Purpose
This study aimed to leverage Shapley additive explanation (SHAP)-based feature engineering to predict appendix cancer. Traditional models often lack transparency, hindering clinical adoption. We propose a framework that integrates SHAP for feature selection, construction, and weighting to enhance accuracy and clinical relevance.
Methods
Data from the Kaggle Appendix Cancer Prediction dataset (260,000 samples, 21 features) were used in this prediction study conducted from January through March 2025, in accordance with TRIPOD-AI guidelines. Preprocessing involved label encoding, SMOTE (synthetic minority over-sampling technique) to address class imbalance, and an 80:20 train-test split. Baseline models (random forest, XGBoost, LightGBM) were compared; LightGBM was selected for its superior performance (accuracy=0.8794). SHAP analysis identified key features and guided 3 engineering steps: selection of the top 15 features, construction of interaction-based features (e.g., chronic severity), and feature weighting based on SHAP values. Performance was evaluated using accuracy, precision, recall, and F1-score.
Results
Four LightGBM model configurations were evaluated: baseline (accuracy=0.8794, F1-score=0.8691), feature selection (accuracy=0.8968, F1-score=0.8860), feature construction (accuracy=0.8980, F1-score=0.8872), and feature weighting (accuracy=0.8986, F1-score=0.8877). SHAP-based engineering yielded performance improvements, with feature weighting achieving the highest precision (0.9940). Key features (e.g., red blood cell count and chronic severity) contributed to predictions while maintaining interpretability.
Conclusion
The SHAP-based framework substantially improved the accuracy and transparency of appendix cancer predictions using LightGBM (F1-score=0.8877). This approach bridges the gap between predictive power and clinical interpretability, offering a scalable model for rare disease prediction. Future validation with real-world data is recommended to ensure generalizability.

Citations

Citations to this article as recorded by  
  • Feature engineering and explainable artificial intelligence for state of health estimation of Lithium-ion batteries
    Tugba Tetik
    Journal of Energy Storage.2026; 144: 119873.     CrossRef
  • Uncovering Key Factors of Student Performance in Math: An Explainable Deep Learning Approach Using TIMSS 2019 Data
    Abdelamine Elouafi, Ilyas Tammouch, Souad Eddarouich, Raja Touahni
    Information.2025; 16(6): 480.     CrossRef
  • Concurrent high-grade appendiceal mucinous neoplasm and adenocarcinoma: a unique case report and literature review
    Mohammed N AlAli, Jawad S Alnajjar, Mohamed S Essa, Arwa F Alrasheed, Ruba M Alzuhairi, Nouf A Alromaih, Sadiq M Amer, Mohammed Sbaih
    Journal of Surgical Case Reports.2025;[Epub]     CrossRef
  • Infrared window properties of AB₂C₄ (A=Zn; B In, Ga; C Te, Se) materials via machine learning and density functional theory
    Changcheng Chen, Chunlian Xiong, Xinhui Zhang, Chunling Zhang, Yue Cheng, Weijun Wang, Wenkang Yu, Xunzhe Zhang, Jinkang Yu, Zhengjun Wang, Xiaoning Guan, Jiangzhou Xie, Yaxin Xu, Gang Liu, Pengfei Lu
    Journal of Alloys and Compounds.2025; 1044: 184560.     CrossRef
  • Advanced Computational Modeling and Machine Learning for Risk Stratification, Treatment Optimization, and Prognostic Forecasting in Appendiceal Neoplasms
    Jawad S. Alnajjar, Faisal A. Al-Harbi, Ahmed Khalifah Alsaif, Ghaida S. Alabdulaaly, Omar K. Aljubaili, Manal Alquaimi, Arwa F. Alrasheed, Mohammed N. AlAli, Maha A. Alghamdi, Ahmed Y. Azzam
    Healthcare.2025; 13(23): 3074.     CrossRef
  • 7,477 View
  • 94 Download
  • 5 Web of Science
  • 5 Crossref

Review article

Special topic: cutting-edge technologies in radiation therapy

[English]

FLASH radiotherapy (FLASH-RT) is an innovative approach that delivers ultra-high dose rates exceeding 40 Gy in less than a second, aiming to widen the therapeutic window by minimizing damage to normal tissue while maintaining tumor control. This review explores the advancements, mechanisms, and clinical applications of FLASH-RT across various radiation sources. Electrons have been predominantly used due to technical feasibility, but their limited penetration depth restricts clinical application. Protons, offering deeper tissue penetration, are considered promising for treating deep-seated tumors despite challenges in beam delivery. Preclinical studies demonstrate that FLASH-RT reduces normal tissue toxicity in the lung, brain, skin, intestine, and heart without compromising antitumor efficacy. The mechanisms underlying the FLASH effect may involve oxygen depletion leading to transient hypoxia, reduced DNA damage in normal tissues, and modulation of immune and inflammatory responses. However, these mechanisms are incompletely understood, and inconsistent results across studies highlight the need for further research. Initial clinical studies, including treatment of cutaneous lymphoma and bone metastases, indicate the feasibility and potential benefits of FLASH-RT in patients. Challenges for clinical implementation include technical issues in dosimetry accuracy at ultra-high dose rates, adaptations in treatment planning systems, beam delivery methods, and economic considerations due to specialized equipment requirements. Future directions will involve comprehensive preclinical studies to optimize irradiation parameters, large-scale clinical trials to establish standardized protocols, and technological advancements to overcome limitations. FLASH-RT holds the potential to revolutionize radiotherapy by reducing normal tissue toxicity and improving therapeutic outcomes, but significant research is required for real-world clinical applications.

Citations

Citations to this article as recorded by  
  • FLASH Radiotherapy in Lung Cancer: Translational Mechanisms, Preclinical Evidence, and Barriers
    Mariah Abraham, Abdulqadir J Nashwan
    Cureus.2026;[Epub]     CrossRef
  • Ultra-High Dose Rate Electron Beam Dosimetry Using Ag Nanoparticle-Enhanced nPAG and NIBMAGAT Gels
    Mantvydas Merkis, Akvile Slektaite-Kisone, Marius Burkanas, Aleksandras Cicinas, Mindaugas Dziugelis, Vaidas Klimkevicius, Diana Adliene, Jonas Venius
    Gels.2025; 11(5): 336.     CrossRef
  • The Biophysics of Flash Radiotherapy: Tools for Measuring Tumor and Normal Tissues Microenvironment
    Islam G. Ali, Issam El Naqa
    Antioxidants.2025; 14(8): 899.     CrossRef
  • Glia Between Resistance and Radiotoxicity in Glioblastoma: Mechanisms and Translational Perspectives—A Narrative Review
    Flavio Donnini, Giuseppe Minniti, Giovanni Rubino, Giuseppe Battaglia, Pierpaolo Pastina, Tommaso Carfagno, Marta Vannini, Maria Antonietta Mazzei, Paolo Tini
    Neuroglia.2025; 6(4): 44.     CrossRef
  • Cutting-edge technologies in external radiation therapy
    Jun Won Kim
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • 18,876 View
  • 162 Download
  • 3 Web of Science
  • 5 Crossref

Guidelines

Guidelines

[Korean]
Strengthening the Reporting of Observational Studies in Epidemiology (STROBE): explanation and elaboration — a Korean translation
Jan P. Vandenbroucke, Erik von Elm, Douglas G. Altman, Peter C. Gøtzsche, Cynthia D. Mulrow, Stuart J. Pocock, Charles Poole, James J. Schlesselman, Matthias Egger
Ewha Med J 2024;47(2):e31.   Published online April 30, 2024
DOI: https://doi.org/10.12771/emj.2024.e31

의학 연구의 대부분은 관찰 연구이다. 관찰 연구의 보고는 종종 불충분한 품질을 보이기도 한다. 부실한 보고는 연구의 강점과 약점을 평가하고 연구 결과의 일반화 가능성을 평가하는 데 방해가 된다. 방법론 전문가, 연구자, 편집자 그룹은 경험적 근거와 이론적 고려 사항을 고려하여 관찰 연구 보고의 질을 개선하기 위한 역학 STROBE 권고안을 개발했다. STROBE statement은 논문의 제목, 초록, 서론, 방법, 결과 및 토론 부분에 대한 22개 항목의 체크리스트로 구성되어 있다. 18개 항목은 코호트연구, 환자 대조군 연구, 단면연구에 공통으로 적용되며, 4개 항목은 세 가지 연구설계 각각에 따라 다르다. STROBE statement는 저자에게 관찰 연구에 대한 보고를 개선하는 방법에 대한 지침을 제공하고 심사자, 편집자 및 독자가 연구를 비판적으로 평가하고 해석하는 데 도움이 된다. 이 설명 문서는 STROBE statement의 사용, 이해 및 보급을 향상 시키는 것이 목적이다. 각 체크리스트 항목의 의미와 근거가 제시되어 있다. 각 항목에 대해 하나 또는 여러 개의 출판된 예시 논문과 가능한 경우 관련 경험적 연구 및 방법론 문헌에 대한 내용이 참고사항으로 제공된다. 유용한 흐름도의 예도 포함되어 있다. 본 문서 및 관련 웹사이트(http://www.strobe-statement.org/)는 관찰 연구 보고를 개선하는 데 유용한 자료가 될 것이다.

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Original Article

[English]
Objectives:

During the COVID-19 pandemic, the first seasonal influenza epidemic was declared in the 37th week of 2022 in Korea and has continued through the winter of 2023–2024. However, this finding has not been observed in the United States and Europe. The present study aimed to determine whether the prolonged influenza epidemic in Korea from 2022 to 2023 was caused by using a different influenza epidemic threshold compared to the thresholds used in the United States and Europe.

Methods:

Korea, the United States, and Europe use different methods to set seasonal influenza epidemic thresholds. First, we calculated the influenza epidemic thresholds for influenza seasons using the different methods of those three regions. Using these epidemic thresholds, we then compared the duration of influenza epidemics for the most recent three influenza seasons.

Results:

The epidemic thresholds estimated by the Korean method were lower than those by the other methods, and the epidemic periods defined using the Korean threshold were estimated to be longer than those defined by the other regions’ thresholds.

Conclusion:

A low influenza epidemic threshold may have contributed to the prolonged influenza epidemic in Korea, which was declared in 2022 and has continued until late 2023. A more reliable epidemic threshold for seasonal influenza surveillance needs to be established in Korea.

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  • Pertussis epidemic in Korea and implications for epidemic control
    Joowon Lee
    Infectious Diseases.2025; 57(2): 207.     CrossRef
  • Invasive Group A Streptococcus infections in children during the post-pandemic period: results from a multicenter study in Italy
    Elena Chiappini, Marco Renni, Maia De Luca, Samantha Bosis, Silvia Garazzino, Laura Dotta, Raffaele Badolato, Federica Zallocco, Daniele Zama, Antonella Frassanitto, Ilaria Liguoro, Danilo Buonsenso, Claudia Colomba, Lorenza Romani, Giulia Lorenzetti, Fed
    Italian Journal of Pediatrics.2025;[Epub]     CrossRef
  • The paradox of rapid and synchronized propagation of seasonal influenza ‘A’ outbreaks in contrast with COVID-19: a testable hypothesis
    Uri Gabbay, Doron Carmi
    Virus Research.2025; 362: 199670.     CrossRef
  • Gender equity in medicine, artificial intelligence, and other articles in this issue
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
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Review article

[English]
Exposure to air pollution and precocious puberty: a systematic review
Rosie Lee, Jongmin Oh, Eunji Mun, Jung Eun Choi, Kyung Hee Kim, Ji Hyen Lee, Hae Soon Kim, Eunhee Ha
Ewha Med J 2024;47(2):e20.   Published online April 30, 2024
DOI: https://doi.org/10.12771/emj.2024.e20

The worldwide incidence of precocious puberty, which is associated with negative health outcomes, is increasing. Several studies have suggested that environmental factors contribute to the development of precocious puberty alongside genetic factors. Some epidemiological studies have provided limited evidence suggesting an association between exposure to air pollution and changes in pubertal development. This systematic review aimed to summarize existing evidence on the association between air pollution exposure and precocious puberty. Following the Preferred Reporting Items for Systematic reviews and Meta-Analyses guidelines, we searched two databases (PubMed and Web of Science) until August 2023. The included studies assessed the association between air pollutant exposure and the risk of precocious puberty, early menarche, or pubertal development. Two authors independently performed study selection and data extraction. A meta-analysis and analysis of the risk of bias were infeasible due to the limited number of studies and the heterogeneity among them. The literature search resulted in 184 studies, from which we included six studies with sample sizes ranging from 437 to 4,074 participants. The studies reported heterogeneous outcomes. Four studies found that increased exposure to air pollution was related to earlier pubertal onset. One study was inconclusive, and another suggested that air pollutant exposure may delay the onset of thelarche. Most studies suggest that exposure to air pollutants accelerates pubertal development; however, the results from the available studies are inconsistent. More extensive and well-designed longitudinal studies are required for a comprehensive understanding of the association between air pollution and precocious puberty.

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  • Environmental factors trigger pubertal development
    Sofia Malave-Ortiz, Cameron Grant, Natalie D. Shaw
    Current Opinion in Pediatrics.2025; 37(4): 386.     CrossRef
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    W. Delyagin, Yu. Skvortsova, E. Sultanova
    Vrach.2025; : 14.     CrossRef
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    Diego Rivas-Otero, Tomás González-Vidal, Cristina Rodríguez-Dehli, Alicia Pérez-Pérez, Pablo Agüeria-Cabal, Aroa Alonso-Alonso, Miguel García-Villarino, Elías Delgado-Álvarez, Edelmiro Menéndez-Torre, Isolina Riaño-Galán
    Endocrinología, Diabetes y Nutrición.2025; : 501740.     CrossRef
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Guidelines

[Korean]
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods: a Korean translation
Gary S Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair K Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, André Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal A Mateen, Melissa D McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep Singh, Laure Wynants, Patricia Logullo
Ewha Med J 2025;48(3):e48.   Published online July 31, 2025
DOI: https://doi.org/10.12771/emj.2025.00668

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    Ian Io Lei, Wojciech Marlicz, Ramesh P. Arasaradnam, Anastasios Koulaouzidis
    Mayo Clinic Proceedings: Digital Health.2026; 4(1): 100310.     CrossRef
  • Time to modernise research in geriatric oncology: Reflections from the 2025 International Society of Geriatric Oncology Annual Meeting
    Sophie Pilleron
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    Sun Huh
    Healthcare Informatics Research.2025; 31(4): 317.     CrossRef
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Review article

[English]
The Mycobacterium avium complex (MAC), comprising M. avium and M. intracellulare, constitutes the predominant cause of nontuberculous mycobacterial pulmonary disease (NTM-PD) in Korea, followed by the M. abscessus complex. Its global prevalence is increasing, as shown by a marked rise in Korea from 11.4 to 56.7 per 100,000 individuals between 2010 and 2021, surpassing the incidence of tuberculosis. Among the older adult population (aged ≥65 years), the prevalence escalated from 41.9 to 163.1 per 100,000, accounting for 47.6% of cases by 2021. Treatment should be individualized based on prognostic indicators, including cavitary disease, low body mass index, and positive sputum smears for acid-fast bacilli. Current therapeutic guidelines recommend a 3-drug regimen—consisting of a macrolide, rifampin, and ethambutol—administered for a minimum of 12 months following culture conversion. Nevertheless, treatment success rates are only roughly 60%, and over 30% of patients experience recurrence. This is often attributable to reinfection rather than relapse. Antimicrobial susceptibility testing for clarithromycin and amikacin is essential, as resistance significantly worsens prognosis. Ethambutol plays a crucial role in preventing the development of macrolide resistance, whereas the inclusion of rifampin remains a subject of ongoing debate. Emerging therapeutic strategies suggest daily dosing for milder cases, increased azithromycin dosing, and the substitution of rifampin with clofazimine in severe presentations. Surgical resection achieves a notable sputum conversion rate of approximately 93% in eligible candidates. For refractory MAC-PD, adjunctive therapy with amikacin is advised, coupled with strategies to reduce environmental exposure. Despite advancements in therapeutic approaches, patient outcomes remain suboptimal, highlighting the urgent need for novel interventions.

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  • Bidirectional pathogenesis between non-tuberculous mycobacteria and bronchiectasis: clinical insights, diagnostic challenges and future directions—Perspectives from South Asia
    Amresh Kumar Singh, Sneha Singh, Nandini Singh, Priyanka Gaur, Ashwini Kumar Mishra, Raj Kishore Singh, Sushil Kumar
    Frontiers in Tuberculosis.2026;[Epub]     CrossRef
  • Recent advances in pulmonary tuberculosis, the application of deep learning to medical topics, and highlights from this issue of Ewha Medical Journal
    Hae-Sun Chung
    Ewha Medical Journal.2025; 48(2): e16.     CrossRef
  • Understanding recurrence in Mycobacterium avium complex pulmonary disease: genotypic strategies to support clinical decision-making
    Minh Phuong Trinh, Sung Jae Shin, Min-Kyoung Shin, Mark Nicol
    Journal of Clinical Microbiology.2025;[Epub]     CrossRef
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Editorial

[English]

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  • Halted medical education and medical residents’ training in Korea, journal metrics, and appreciation to reviewers and volunteers
    Sun Huh
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  • Ewha Medical Journal passed the scientific evaluation by PubMed Central and succeeded in being included in DOAJ, but failed to be accepted by Scopus
    Sun Huh
    Ewha Medical Journal.2025; 48(2): e21.     CrossRef
  • Reflections on 25 hours a day at Ewha Womans University College of Medicine from August 2021 to January 2025: a dean’s farewell message
    Eunhee Ha
    Ewha Medical Journal.2025; 48(2): e20.     CrossRef
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Original Article

[English]

Objectives: This study aimed to assess whether the current physician workforce in Korea is sufficient to meet future healthcare demands, considering demographic changes and increasing medical needs. The objective was to project the future supply and demand for physicians and identify potential regional disparities.

Methods: Data on outpatient and inpatient utilization rates were obtained from the 2018 Health Insurance Statistical Yearbook, and population projections were sourced from Statistics Korea (2017–2067). Medical demand was estimated by multiplying these utilization rates by the population projections. The supply of physicians was projected using a cohort-component model that incorporated medical school quotas and age-specific attrition rates. Two scenarios were developed to account for changes in productivity: Scenario 1 assumed a 50% decrease in productivity for physicians aged 65–75, and Scenario 2 assumed a 75% decrease. Additionally, regional projections were analyzed using data from provincial and secondary medical service areas.

Results: National-level projections suggest a looming shortage of physicians, despite an increase in medical school admissions. Both scenarios predict a physician shortage, particularly in regions such as North Gyeongsang, South Chungcheong, and Jeju Island, by 2047. In contrast, Seoul is likely to see a surplus of physicians. The regional analysis underscores substantial disparities in physician distribution, with underserved areas experiencing increasingly severe shortages.

Conclusion: The study concludes that without flexible adjustments to medical school admission quotas and healthcare delivery systems, Korea will face significant physician shortages in the coming decades. To address this, it is necessary to increase the number of physicians in underserved regions and improve the efficiency of healthcare utilization.

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    Sun Huh
    Journal of Educational Evaluation for Health Professions.2025; 22: 1.     CrossRef
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    Hyejin Joo, Jinwook Hong, Jaehun Jung
    Journal of Korean Medical Science.2025;[Epub]     CrossRef
  • Lessons from the US Advanced Practice Registered Nurse system
    Eun-Ok Im, Dongmi Kim
    Journal of Korean Academy of Nursing.2025; 55(4): 492.     CrossRef
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Editorial

Special topic: cutting-edge technologies in radiation therapy

[English]
Cutting-edge technologies in external radiation therapy
Jun Won Kim
Ewha Med J 2024;47(4):e59.   Published online October 31, 2024
DOI: https://doi.org/10.12771/emj.2024.e59

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    Solanki Shil, Prabodh Kumar, Kamalesh Dattaram Mumbrekar
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Review articles

Special topic: recent management strategies for liver cancer

[English]
The histopathological and molecular heterogeneity of hepatocellular carcinoma: a narrative review
Wonju Chung, Haeryoung Kim
Ewha Med J 2024;47(4):e58.   Published online October 31, 2024
DOI: https://doi.org/10.12771/emj.2024.e58

Hepatocellular carcinoma (HCC) remains a leading cause of cancer-related deaths worldwide, with poor clinical outcomes due to challenges in early detection and limited efficacy of current treatments such as receptor tyrosine kinase inhibitors and immunotherapy. HCC exhibits significant heterogeneity at both histopathological and molecular levels, complicating its management but offering potential for personalized therapeutic approaches. This review outlines the morpho-molecular heterogeneity of HCC and summarizes various histological subtypes, including steatohepatitic, clear cell, macrotrabecular-massive, scirrhous, lymphocyte-rich, and fibrolamellar HCCs. Each subtype possesses distinct clinical, histological, and molecular features; for instance, steatohepatitic HCC is associated with metabolic dysfunction and shows IL-6/JAK/STAT activation, while clear cell HCCs often have IDH1 mutations and favorable prognosis. The macrotrabecular-massive subtype is linked to poor outcomes and TP53 mutations, whereas scirrhous HCCs express stemness markers and have TSC1/TSC2 mutations. Lymphocyte-rich HCCs are characterized by immune cell infiltration and better prognosis. CTNNB1-mutated HCCs show specific morphological features and may benefit from targeted therapies. Understanding these subtypes and associated molecular alterations is crucial for developing effective diagnostic and therapeutic strategies, including potential predictive biomarkers and personalized treatments. Additionally, the identification of patterns like vessels-encapsulating-tumor-clusters offers prognostic implications and may guide therapeutic decisions. Recent molecular studies have enhanced our comprehension of HCC heterogeneity, laying the groundwork for more personalized approaches. Pathologists play a vital role in recognizing these subtypes, aiding in prognosis prediction and treatment planning. Advances in digital pathology and artificial intelligence may further facilitate biomarker research, ultimately improving patient outcomes in HCC management.

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  • Gadoxetic acid-enhanced MRI in hepatocellular carcinoma: a comprehensive review of diagnostic, surveillance, and treatment response prediction and assessment
    Kumi Ozaki, Yukichi Tanahashi, Satoshi Goshima
    Japanese Journal of Radiology.2026; 44(1): 2.     CrossRef
  • Nanotechnology meets liver cancer: liposomal immunotherapy strategies for hepatocellular carcinoma
    Dev Kashyap, Manish Kumar, Ayush Singh, Arnav Kansal, Amanpreet Kaur, Shruti Srivastava, Vipin Saini, Jagpreet Kour
    Expert Review of Anticancer Therapy.2026; 26(1): 81.     CrossRef
  • Tackling data scarcity: Synthetic tumour and mask generation to improve image segmentation
    Félix Quinton, Benoit Presles, Romain Popoff, François Godard, Olivier Chevallier, Julie Pellegrinelli, Jean-Marc Vrigneaud, Jean-Louis Alberini, Fabrice Meriaudeau
    Artificial Intelligence in Medicine.2026; 173: 103348.     CrossRef
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[English]
Update on sexually transmitted infections in Korea: a narrative review
Chung-Jong Kim
Ewha Med J 2024;47(4):e52.   Published online October 31, 2024
DOI: https://doi.org/10.12771/emj.2024.e52

Sexually transmitted infections (STIs) continue to pose significant public health challenges in Korea, with syphilis, gonorrhea, chlamydia, Mycoplasma genitalium, and herpes simplex virus (HSV) being the most prevalent. This review provides an updated overview of the epidemiology, diagnosis, and treatment of these significant STIs in Korea, highlighting recent trends and concerns. Syphilis incidence rates have fluctuated due to changes in surveillance systems. Starting in 2024, syphilis will be reclassified as a nationally notifiable infectious disease (category 2). Gonorrhea remains a concern due to increasing antibiotic resistance, including the emergence of extensively drug-resistant Neisseria gonorrhoeae strains, underscoring the need for vigilant antimicrobial stewardship. Chlamydia continues to be the most commonly reported STI, although its incidence has declined during the COVID-19 pandemic. M. genitalium has gained attention as a significant STI with rising antibiotic resistance issues, necessitating updated treatment guidelines and consideration of resistance testing. HSV-2 remains a common cause of genital herpes, with steady incidence rates reported. Updated diagnostic methods, including nucleic acid amplification tests, and revised treatment guidelines are presented to effectively address these infections. The impact of the COVID-19 pandemic on other STIs within Korea remains unclear, necessitating further research. Changes in treatment guidelines, such as the recommendation of doxycycline as first-line therapy for chlamydia, reflect evolving evidence and resistance patterns. The importance of updated diagnostic tools, including resistance testing for M. genitalium, is emphasized to improve treatment outcomes. Continued efforts in education, prevention, and research are essential to manage and mitigate the impact of STIs on public health in Korea.

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  • Secondary syphilis with oropharyngeal and skin lesions confirmed by PCR mimicking chicken pox or mpox in a patient with HIV
    Dong-Min Kim, Do-Yeong Kim, Jun-Won Seo, Da Young Kim, Na Ra Yun, You Mi Lee, Choon-Mee Kim
    Diagnostic Microbiology and Infectious Disease.2025; 112(2): 116765.     CrossRef
  • Epidemiologic Characteristics of 1.4 Million Multiplex PCR Tests for 12 Urogenital and Sexually Transmitted Infection Pathogens in Korea (2021–2024)
    Soyoun Shin
    Pathogens.2025; 14(11): 1073.     CrossRef
  • Comparative Study of the Clinical Characteristics of Patients With Sexually Transmitted Infections Diagnosed by Nucleic Acid Amplification Tests
    Jung Soo Son, Namhee Kim, Hong Sang Oh, Sang Won Park, Dong Hoon Shin
    Journal of Korean Medical Science.2025;[Epub]     CrossRef
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[English]

The rise of multidrug-resistant organisms represents a serious global public health concern. In Korea, the increasing prevalence of carbapenem-resistant Enterobacterales (CRE) is particularly concerning due to the difficulties associated with treatment. Data from the Korea Global Antimicrobial Resistance Surveillance System indicate a yearly increase in CRE cases, with carbapenemase-producing Enterobacterales being the predominant type. The capacity of CRE to resist multiple broad-spectrum antibiotics leads to higher medical costs and mortality rates, underscoring the need for urgent action. Effective prevention is crucial to curbing CRE outbreaks and transmission. Antimicrobial stewardship programs (ASPs) play a key role and require commitment from healthcare professionals to minimize unnecessary antibiotic use, as well as from policymakers to ensure adherence to ASP guidelines. Given the complexity of CRE transmission, ASP efforts must be integrated with infection control strategies for maximum effectiveness. These strategies include adherence to standard and contact precautions, environmental disinfection, preemptive isolation, and comprehensive education and training for healthcare personnel. Additionally, surveillance testing for patients at high risk for CRE and the use of real-time diagnostic kits can facilitate early detection and reduce further transmission. Strategies for the prevention of CRE infection should be tailored to specific healthcare settings. Ongoing research is essential to update and refine infection control guidelines and effectively prevent CRE outbreaks.

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  • Comprehensive in silico analysis of Acinetobacter isolates from South Korea reveals genomic diversity, antimicrobial resistance, virulence factors, and evolutionary dynamics
    Md Minarul Islam, Kyudong Han, Kyungho Woo, Woo Shik Shin, Man Hwan Oh
    Genes & Genomics.2025;[Epub]     CrossRef
  • Analysis of Carbapenem-Resistant Enterobacterales Resistance in a Hospital in Kunming Over the Past Two Years
    Zhineng Xu, Lingnan Xu, Dehua Liu
    Infection and Drug Resistance.2025; Volume 18: 6335.     CrossRef
  • Unresolved policy on the new placement of 2,000 entrants at Korean medical schools and this issue of Ewha Medical Journal
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
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  • 3 Crossref

Editorial

[English]

Citations

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  • How a medical journal can survive the freezing era of article production in Korea, and highlights in this issue of the Ewha Medical Journal
    Ji Yeon Byun
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  • Korea’s 2024 reduction in medical research output amid physician residents’ resignation
    Jeong-Ju Yoo, Hyun Bin Choi, Young-Seok Kim, Sang Gyune Kim
    Ewha Medical Journal.2025; 48(2): e36.     CrossRef
  • Halted medical education in Korea amid Nobel Prizes in deep learning and machine learning research, tribute to a leader of Ewha Womans University College of Medicine, and highlights from this issue
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • 3,347 View
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Health Statistics

[English]
Drug-induced death statistics in Korea between 2011 and 2021
Seokmin Lee
Ewha Med J 2024;47(2):e27.   Published online April 30, 2024
DOI: https://doi.org/10.12771/emj.2024.e27
Objectives:

This study analyzed drug-induced death statistics in Korea between 2011 and 2021.

Methods:

Cause-of-death statistics data from Statistics Korea were examined based on the Korean Standard Classification of Diseases and Causes of Death and the International Statistical Classification of Diseases and Related Health Problems, 10th revision.

Results:

In 2021, there were 559 drug-induced deaths, marking a 172.7% increase compared to 2011, which recorded 205 deaths. The rate of drug-induced deaths per 100,000 people was 1.1 in 2021, up 153.6% from 0.4 in 2011. The mortality rate for men aged 25−34 years and women aged 35−44 years each increased fourfold from 2011 to 2021: from 0.3 to 1.2 for the former and 0.3 to 1.3 for the latter. Of the drug-induced deaths in 2021, 75.0% (419/559) were due to intentional self-harm, and 10.4% (58/559) were accidental. The number of deaths attributed to medical narcotics in 2021 was 169, a 5.5-fold increase from 2011. The most commonly implicated drugs in these deaths were sedative-hypnotic drugs, benzodiazepines, and opioids. Sedative-hypnotic drugs and benzodiazepines were frequently involved in cases of intentional self-harm, while opioids and psychostimulants were more often associated with accidental deaths.

Conclusion:

The death rate from drug-induced causes is considerably lower in Korea than in the United States (1.1 vs. 29.2). However, the number of such deaths has increased recently. Since these deaths occur predominantly among younger age groups and are often the result of intentional self-harm, there is a clear need for systematic management and the implementation of targeted policies.

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  • Predictors of self-assessed likelihood of future drug use among Korean adults: the role of health beliefs and personality traits
    Joon-Yong Yang, Minhye Kim, Aeree Sohn
    BMC Public Health.2025;[Epub]     CrossRef
  • Proposal for the Activation of Drug Rehabilitation Centers
    Kyung-ae Nam, Sun-Kyeong Park
    Korean Journal of Clinical Pharmacy.2024; 34(4): 222.     CrossRef
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  • 7,270 View
  • 31 Download
  • 3 Crossref

Guidelines

[Korean]
Sex and Gender Equity in Research (SAGER): rationale for the SAGER guidelines and recommended use: a Korean translation
Shirin Heidari, Thomas F. Babor, Paola De Castro, Sera Tort, Mirjam Curno
Ewha Med J 2024;47(1):e10.   Published online January 31, 2024
DOI: https://doi.org/10.12771/emj.2024.e10

Objectives: 성별(sex)과 젠더(gender)의 차이는 연구 설계, 연구 수행, 과학적 결과의 보고뿐 아니라 일반적인 과학 커뮤니케이션에서도 자주 간과된다. 이는 여성의 경우 더욱 그렇지만 남성도 마찬가지이며, 연구 결과의 일반화와 임상 실무에의 적용을 제한하게 된다. 이 글은 국제 지침(가이드라인)의 근거를 설명함으로써 다양한 분야의 연구에서 성별과 젠더 보고에 대한 보다 체계적인 접근을 장려하고자 한다.

Methods: 9개국을 대표하는 13명의 전문가 패널이 일련의 원격 회의, 학술 발표 및 2일간의 워크숍을 통해 지침을 만들었다. 716명의 학술지 편집자, 과학자, 국제 출판계의 구성원들을 대상으로 인터넷 설문 조사를 시행하였으며 과학계 출판에서 성별과 젠더 정책에 대한 문헌 조사도 하였다.

Results: SAGER(Sex and Gender Equity in Research) 지침은 연구 설계, 자료 분석, 결과 및 결과 해석에서 성별과 젠더 정보를 보고하기 위한 포괄적인 절차이다.

Conclusion: SAGER 지침은 일차적으로 저자가 원고를 작성하는 데 도움이 되도록 고안되었다. 그뿐만 아니라 과학의 문지기 역할을 하는 편집자들이 편집 과정에 필수적인, 성별과 젠더에 대한 사정/판단을 원고에 통합시키는 데에도 유용할 것이다.

Citations

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  • How to Achieve Diversity, Equity, and Inclusion in The Korean Society of Gastroenterology?
    Nayoung Kim, Kwangwoo Nam, Ki-Nam Shim, Hyo Jung Kim, Su Youn Nam, Sae Kyung Joo, Seun Ja Park, Yonghoon Choi, Yoon Ju Jung, Yong Sung Kim, Ja Kyung Kim, Seon Mee Park
    The Korean Journal of Gastroenterology.2025; 85(1): 22.     CrossRef
  • Diversity and Equity for Inclusive Research: A Gender Perspective
    Heisook Lee
    The Korean Journal of Gastroenterology.2025; 85(1): 31.     CrossRef
  • Gender equity in medical journals in Korea and this issue
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • 2,428 View
  • 23 Download
  • 3 Crossref
[Korean]
The TRIPOD-LLM reporting guideline for studies using large language models: a Korean translation
Jack Gallifant, Majid Afshar, Saleem Ameen, Yindalon Aphinyanaphongs, Shan Chen, Giovanni Cacciamani, Dina Demner-Fushman, Dmitriy Dligach, Roxana Daneshjou, Chrystinne Fernandes, Lasse Hyldig Hansen, Adam Landman, Lisa Lehmann, Liam G. McCoy, Timothy Miller, Amy Moreno, Nikolaj Munch, David Restrepo, Guergana Savova, Renato Umeton, Judy Wawira Gichoya, Gary S. Collins, Karel G. M. Moons, Leo A. Celi, Danielle S. Bitterman
Ewha Med J 2025;48(3):e49.   Published online July 31, 2025
DOI: https://doi.org/10.12771/emj.2025.00661

Citations

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  • Assessing the quality of large generative models for basic healthcare applications
    R. V. Reshetnikov, I. A. Tyrov, Yu. A. Vasilev, Yu. F. Shumskaya, A. V. Vladzymyrskyy, D. A. Akhmedzyanova, K. Yu. Bezhenova, M. D. Varyukhina, M. V. Sokolova, I. A. Blokhin, D. A. Voytenko, O. I. Mynko, M. R. Kodenko, O. V. Omelyanskaya
    Medical Doctor and Information Technologies.2025; (3): 64.     CrossRef
  • Role of Medical Editors in the Age of Generative Artificial Intelligence
    Sun Huh
    Healthcare Informatics Research.2025; 31(4): 317.     CrossRef
  • 3,923 View
  • 53 Download
  • 2 Web of Science
  • 2 Crossref
[Korean]
CONSORT 2025 statement: updated guideline for reporting randomized trials: a Korean translation
Sally Hopewell, An-Wen Chan, Gary S. Collins, Asbjørn Hróbjartsson, David Moher, Kenneth F. Schulz, Ruth Tunn, Rakesh Aggarwal, Michael Berkwits, Jesse A. Berlin, Nita Bhandari, Nancy J. Butcher, Marion K. Campbell, Runcie C. W. Chidebe, Diana Elbourne, Andrew Farmer, Dean A. Fergusson, Robert M. Golub, Steven N. Goodman, Tammy C. Hoffmann, John P. A. Ioannidis, Brennan C. Kahan, Rachel L. Knowles, Sarah E. Lamb, Steff Lewis, Elizabeth Loder, Martin Offringa, Philippe Ravaud, Dawn P. Richards, Frank W. Rockhold, David L. Schriger, Nandi L. Siegried, Sophie Staniszewska, Rod S. Taylor, Lehana Thabane, David Torgerson, Sunita Vohra, Ian R. White, Isabelle Boutron
Ewha Med J 2025;48(3):e50.   Published online July 2, 2025
DOI: https://doi.org/10.12771/emj.2025.00409

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  • Efficacy and safety of respiratory strength and endurance training in patients with myotonic dystrophy type 1 (DM1): a randomized controlled trial
    Stephan Wenninger, Eva Heidsieck, Corinna Wirner-Piotrowski, Marko Mijic, Natalia Garcia-Angarita, Kristina Gutschmidt, Daniel H. Mendelshohn, Benedikt Schoser
    Journal of Neurology.2025;[Epub]     CrossRef
  • New developments in women’s health research and implications for nursing
    Sue Kim
    Women's Health Nursing.2025; 31(4): 291.     CrossRef
  • 3,228 View
  • 118 Download
  • 2 Web of Science
  • 2 Crossref

Original article

[English]
Purpose
This study developed and evaluated a feature-based ensemble model integrating the synthetic minority oversampling technique (SMOTE) and random undersampling (RUS) methods with a random forest approach to address class imbalance in machine learning for early diabetes detection, aiming to improve predictive performance.
Methods
Using the Scikit-learn diabetes dataset (442 samples, 10 features), we binarized the target variable (diabetes progression) at the 75th percentile and split it 80:20 using stratified sampling. The training set was balanced to a 1:2 minority-to-majority ratio via SMOTE (0.6) and RUS (0.66). A feature-based ensemble model was constructed by training random forest classifiers on 10 two-feature subsets, selected based on feature importance, and combining their outputs using soft voting. Performance was compared against 13 baseline models, using accuracy and area under the curve (AUC) as metrics on the imbalanced test set.
Results
The feature-based ensemble model and balanced random forest both achieved the highest accuracy (0.8764), followed by the fully connected neural network (0.8700). The ensemble model had an excellent AUC (0.9227), while k-nearest neighbors had the lowest accuracy (0.8427). Visualizations confirmed its superior discriminative ability, especially for the minority (high-risk) class, which is a critical factor in medical contexts.
Conclusion
Integrating SMOTE, RUS, and feature-based ensemble learning improved classification performance in imbalanced diabetes datasets by delivering robust accuracy and high recall for the minority class. This approach outperforms traditional resampling techniques and deep learning models, offering a scalable and interpretable solution for early diabetes prediction and potentially other medical applications.

Citations

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  • Leaving behind fond memories, I am stepping away from my role as editor of the Ewha Medical Journal after finalizing this issue's theme
    Sun Huh
    Ewha Medical Journal.2025; 48(4): e51.     CrossRef
  • Development and validation of an explainable prediction model for schistosomiasis seropositivity: a population-based screening study in Hunan Province, China
    Yu Zhou, Ling Tang, Mao Zheng, Benjiao Hu, Yanfeng Gong, Liyun Zhu, Liang Shi, Lei Lin, Xinran Yang, Pin Long, Yue Chen, Qingwu Jiang, Yibiao Zhou
    International Journal for Parasitology.2025; : 104766.     CrossRef
  • 2,581 View
  • 67 Download
  • 1 Web of Science
  • 2 Crossref

Review articles

[English]
Heart failure (HF) represents a significant global health burden characterized by high morbidity, mortality, and healthcare utilization. Traditional in-person care models face considerable limitations in providing continuous monitoring and timely interventions for HF patients. Telemedicine—defined as the remote delivery of healthcare via information and communication technologies—has emerged as a promising solution to these challenges. This review examines the evolution, current applications, clinical evidence, limitations, and future directions of telemedicine in HF management. Evidence from randomized controlled trials and meta-analyses indicates that telemedicine interventions can improve guideline-directed medical therapy implementation, reduce hospitalization rates, improve patient engagement, and potentially decrease mortality among HF patients. Remote monitoring systems that track vital signs, symptoms, and medication adherence allow for the early detection of clinical deterioration, enabling timely interventions before decompensation occurs. Despite these benefits, telemedicine implementation faces several barriers, including technological limitations, reimbursement issues, digital literacy gaps, and challenges in integrating workflows. Future directions include developing standardized guidelines, designing patient-centered technologies, and establishing hybrid care models that combine virtual and in-person approaches. As healthcare systems worldwide seek more efficient and effective strategies for managing the growing population of individuals with HF, telemedicine offers a solution that may significantly improve patient outcomes and quality of life.

Citations

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  • Recent advances in pulmonary tuberculosis, the application of deep learning to medical topics, and highlights from this issue of Ewha Medical Journal
    Hae-Sun Chung
    Ewha Medical Journal.2025; 48(2): e16.     CrossRef
  • Impact of Telemedicine Technologies on Treatment Adherence in Patients with Chronic Heart Failure: a Systematic Review and Meta-Analysis
    A. A. Garanin, O. A. Rubanenko, Yu. A. Trusov, D. V. Senyushkin, A. V. Kolsanov
    Kardiologiia.2025; 65(10): 27.     CrossRef
  • 11,027 View
  • 96 Download
  • 2 Web of Science
  • 2 Crossref
[English]
Recent advancements in tuberculosis treatment research emphasize innovative strategies that enhance treatment efficacy, reduce adverse effects, and adhere to patient-centered care principles. As tuberculosis remains a significant global health challenge, integrating new and repurposed drugs presents promising avenues for more effective management, particularly against drug-resistant strains. Recently, the spectrum concept in tuberculosis infection and disease has emerged, underscoring the need for research aimed at developing treatment plans specific to each stage of the disease. The application of precision medicine to tailor treatments to individual patient profiles is crucial for addressing the diverse and complex nature of tuberculosis infections. Such personalized approaches are essential for optimizing therapeutic outcomes and improving patient adherence—both of which are vital for global tuberculosis eradication efforts. The role of tuberculosis cohort studies is also emphasized, as they provide critical data to support the development of these tailored treatment plans and deepen our understanding of disease progression and treatment response. To advance these innovations, a robust tuberculosis policy framework is required to foster the integration of research findings into practice, ensuring that treatment innovations are effectively translated into improved health outcomes worldwide.

Citations

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  • Protocol of a Nationwide Observational Cohort Study for Long-Term Impacts on Lung Health and Life after Tuberculosis in Korea (LIFE-TB)
    Chiwook Chung, Jinsoo Min, Doosoo Jeon, Yong-Soo Kwon, Jeongha Mok, Hyung Woo Kim, Youngmok Park, Young Ae Kang
    Tuberculosis and Respiratory Diseases.2026; 89(1): 86.     CrossRef
  • Recent advances in pulmonary tuberculosis, the application of deep learning to medical topics, and highlights from this issue of Ewha Medical Journal
    Hae-Sun Chung
    Ewha Medical Journal.2025; 48(2): e16.     CrossRef
  • 4,376 View
  • 100 Download
  • 1 Web of Science
  • 2 Crossref

Special topic: role of institutes related to the occupational and environmental diseases in Korea

[English]
Occupational disease monitoring by the Korea Occupational Disease Surveillance Center: a narrative review
Dong-Wook Lee, Inah Kim, Jungho Hwang, Sunhaeng Choi, Tae-Won Jang, Insung Chung, Hwan-Cheol Kim, Jaebum Park, Jungwon Kim, Kyoung Sook Jeong, Youngki Kim, Eun-Soo Lee, Yangwoo Kim, Inchul Jeong, Hyunjeong Oh, Hyeoncheol Oh, Jea Chul Ha, Jeehee Min, Chul Gab Lee, Heon Kim, Jaechul Song
Ewha Med J 2025;48(1):e9.   Published online January 31, 2025
DOI: https://doi.org/10.12771/emj.2025.e9

This review examines the challenges associated with occupational disease surveillance in Korea, particularly emphasizing the limitations of current data sources such as the Industrial Accident Compensation Insurance (IACI) statistics and special health examinations. The IACI system undercounts cases due to its emphasis on severe diseases and restrictions on approvals. Special health examinations, although they cover a broad workforce, are constrained by their annual scheduling, which leads to missed acute illnesses and subclinical conditions. The paper also explores the history of occupational disease surveillance in Korea, highlighting the fragmented and disease-specific approach of earlier systems. The authors introduce the newly established Korea Occupational Disease Surveillance Center (KODSC), a comprehensive nationwide system designed to gather, analyze, and interpret data on occupational diseases through a network of regional centers. By incorporating hospital-based surveillance and focusing on acute poisonings and other sentinel events, the KODSC aims to overcome the limitations of previous systems and promote collaboration with various agencies. Although it is still in the early stages of implementation, the KODSC demonstrates potential for improving data accuracy and contributing valuable insights for public health policy.

Citations

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  • Occupational Toxic Effect Episodes in a University Hospital, 2021–2024: A Descriptive Analysis Within the Korean Occupational Disease Surveillance Center
    Yangwoo Kim, Ha-Eun Lee, Jei Kim, Tae-Won Jang
    Safety and Health at Work.2025;[Epub]     CrossRef
  • Occupational and Environmental Health Screening Cohort of Yangsan Korea (OEC-YK): 2012–2023
    Dongmug Kang, Eun-Soo Lee, Se-Yeong Kim, Youngki Kim, Youn Hyang Lee, Yoon-Ji Kim
    Annals of Occupational and Environmental Medicine.2025; 37: e32.     CrossRef
  • 9,644 View
  • 82 Download
  • 2 Web of Science
  • 2 Crossref

Original Article

[English]
Prevalence and associated factors of ADHD-like symptoms among pharmacy students at Prince of Songkla University, Thailand in 2024: a cross-sectional study
Krittiya Rakchat, Saranan Eadcharoen, Amarawan Pentrakan
Ewha Med J 2024;47(4):e70.   Published online October 31, 2024
DOI: https://doi.org/10.12771/emj.2024.e70

Objectives: This study investigated the prevalence of attention-deficit hyperactivity disorder (ADHD) and its associated factors among pharmacy students at Prince of Songkla University in 2024. It was hypothesized that the prevalence of ADHD would be associated with various demographic, socioeconomic, historical, and behavioral factors.

Methods: This cross-sectional descriptive study involved pharmacy students from years 1–5 at Prince of Songkla University in Thailand. Data were gathered from 761 students using a self-administered questionnaire that included the Adult ADHD Self-Report Scale (ASRS Screener V1.1). Descriptive statistics, the chi-square test, the Fisher exact test, and multiple logistic regression were employed for data analysis.

Results: In total, 526 students participated in the study (participation rate: 69%), with an average age of 21±1.57 years. The risk of ADHD was prevalent in 14.4% of the respondents (76 students; 95% CI: 11.4%–17.5%). Significant factors associated with an increased risk of ADHD included identifying as not disclosed or preferring not to report gender (adjusted OR [ORadj], 3.32; 95% CI, 1.04–10.57), having insufficient monthly income (ORadj, 2.02; 95% CI, 1.13–3.61), and recent traffic violations (ORadj, 2.02; 95% CI, 1.09–3.76). It was also found that difficulties with executive functioning, such as organization and procrastination, were highly prevalent among pharmacy students.

Conclusion: The study identified a substantial prevalence of ADHD risk among pharmacy students, with factors including gender, financial challenges, and behavioral patterns such as traffic violations significantly associated with this risk. These findings underscore the necessity for targeted mental health interventions in university settings.

Citations

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  • Bridging the gap: a cross-sectional study on knowledge and awareness of attention-deficit/hyperactivity disorder among students at a public university
    Geetha Kandasamy, Khalid Orayj, Vanitha Innocent Rani, Asma M. Alshahrani, Tahani S. Alanazi, Amjad Hmlan
    Frontiers in Public Health.2025;[Epub]     CrossRef
  • Systematic review on prevalence of ADHD, possible ADHD or ADHD symptoms in medical students
    Nicholas Yew Wen Lee, Melvyn Wei Bin Zhang
    Frontiers in Psychiatry.2025;[Epub]     CrossRef
  • 4,700 View
  • 63 Download
  • 1 Web of Science
  • 2 Crossref

Review articles

[English]

Enhanced recovery after surgery (ERAS) protocols are designed to minimize surgical stress, preserve physiological function, and expedite recovery through standardized perioperative care for primary colorectal surgery patients. This narrative review explores the benefits of current ERAS protocols in improving outcomes for these patients and provides insights into future advancements. Numerous studies have shown that ERAS protocols significantly reduce the length of hospital stays by several days compared to conventional care. Additionally, the implementation of ERAS is linked to a reduction in postoperative complications, including lower incidences of surgical site infections, anastomotic leaks, and postoperative ileus. Patients adhering to ERAS protocols also benefit from quicker gastrointestinal recovery, marked by an earlier return of bowel function. Some research indicates that colorectal cancer patients undergoing surgery with ERAS protocols may experience improved overall survival rates. High compliance with ERAS protocols leads to better outcomes, yet achieving full adherence continues to be a challenge. Despite these advantages, implementation challenges persist, with compliance rates affected by varying clinical practices and resource availability. However, the future of ERAS looks promising with the incorporation of prehabilitation strategies and technologies such as wearable devices and telemedicine. These innovations provide real-time monitoring, enhance patient engagement, and improve postoperative follow-up, potentially transforming perioperative care in colorectal surgery and offering new avenues for enhanced patient outcomes.

Citations

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  • Implementation of Modified Enhanced Recovery After Surgery Protocols for Elective Incisional Hernia Repair After Damage Control Surgery: A Retrospective Observational Study
    Marharyta Smirnova, Oleh Herasymenko, Mykhailo Koshikov, Vitalii Melnyk, Alim Ulukhanov
    Journal of Abdominal Wall Surgery.2026;[Epub]     CrossRef
  • Impact of “Enhanced Recovery After Surgery” (ERAS) protocols vs. traditional perioperative care on patient outcomes after colorectal surgery: a systematic review
    Vaishnavi Kannan, Najeeb Ullah, Sunitha Geddada, Amir Ibrahiam, Zahraa Munaf Shakir Al-Qassab, Osman Ahmed, Iana Malasevskaia
    Patient Safety in Surgery.2025;[Epub]     CrossRef
  • 9,384 View
  • 77 Download
  • 1 Web of Science
  • 2 Crossref

Special topic: recent management strategies for liver cancer

[English]
Current perspectives on the pharmacological treatment of advanced hepatocellular carcinoma: a narrative review
Hye-Jin Yoo, Jeong-Ju Yoo, Sang Gyune Kim, Young Seok Kim
Ewha Med J 2024;47(4):e53.   Published online October 31, 2024
DOI: https://doi.org/10.12771/emj.2024.e53

Hepatocellular carcinoma (HCC) remains a critical health concern in Korea, ranking as the second leading cause of cancer mortality and imposing substantial economic burdens, particularly among the working-age population. This review examines recent advancements in treating advanced HCC, referencing the updated 2022 HCC guidelines and the Barcelona Clinical Liver Cancer system. Historically, first-line systemic therapies included sorafenib and lenvatinib, with regorafenib, cabozantinib, or ramucirumab serving as second-line options. Since 2020, immune checkpoint inhibitors have shown superior overall survival than sorafenib, leading to the adoption of combination therapies such as atezolizumab with bevacizumab and durvalumab with tremelimumab as first-line treatments. The IMbrave150 study demonstrated that atezolizumab–bevacizumab significantly extended median overall survival and progression-free survival, with the longest survival reported in any phase 3 trial for advanced HCC. Similarly, the HIMALAYA study indicated that durvalumab combined with tremelimumab significantly improved survival rates. Second-line therapies now include regorafenib, cabozantinib, ramucirumab, nivolumab with ipilimumab, and pembrolizumab, each offering benefits for specific patient populations. Nonetheless, these therapies are associated with side effects that require careful management. Traditional targeted therapies can lead to hypertension, cardiovascular events, and hand-foot skin reactions, whereas immune checkpoint inhibitors may cause immune-related adverse events affecting the skin, gastrointestinal tract, and endocrine system. Clinicians must be well-versed in these treatments and their potential side effects to provide optimal patient care. The emergence of combination therapies targeting complex biological pathways signifies a new paradigm in HCC treatment, emphasizing the importance of continuous education and vigilant monitoring to optimize patient outcomes.

Citations

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  • Novel Immunotherapy for Advanced Hepatocellular Carcinoma
    Hyun Bin Choi, Jeong-Ju Yoo
    The Korean Journal of Medicine.2025; 100(3): 102.     CrossRef
  • Immune checkpoint biology in hepatocellular carcinoma (Review)
    Ching-Hua Hsieh, Pei-Chin Chuang
    Oncology Letters.2025; 30(6): 1.     CrossRef
  • 6,819 View
  • 42 Download
  • 1 Web of Science
  • 2 Crossref

Special topic: cutting-edge technologies in radiation therapy

[English]
Challenges and opportunities to integrate artificial intelligence in radiation oncology: a narrative review
Chiyoung Jeong, YoungMoon Goh, Jungwon Kwak
Ewha Med J 2024;47(4):e49.   Published online October 31, 2024
DOI: https://doi.org/10.12771/emj.2024.e49

Artificial intelligence (AI) is rapidly transforming various medical fields, including radiation oncology. This review explores the integration of AI into radiation oncology, highlighting both challenges and opportunities. AI can improve the precision, efficiency, and outcomes of radiation therapy by optimizing treatment planning, enhancing image analysis, facilitating adaptive radiation therapy, and enabling predictive analytics. Through the analysis of large datasets to identify optimal treatment parameters, AI can automate complex tasks, reduce planning time, and improve accuracy. In image analysis, AI-driven techniques enhance tumor detection and segmentation by processing data from CT, MRI, and PET scans to enable precise tumor delineation. In adaptive radiation therapy, AI is beneficial because it allows real-time adjustments to treatment plans based on changes in patient anatomy and tumor size, thereby improving treatment accuracy and effectiveness. Predictive analytics using historical patient data can predict treatment outcomes and potential complications, guiding clinical decision-making and enabling more personalized treatment strategies. Challenges to AI adoption in radiation oncology include ensuring data quality and quantity, achieving interoperability and standardization, addressing regulatory and ethical considerations, and overcoming resistance to clinical implementation. Collaboration among researchers, clinicians, data scientists, and industry stakeholders is crucial to overcoming these obstacles. By addressing these challenges, AI can drive advancements in radiation therapy, improving patient care and operational efficiencies. This review presents an overview of the current state of AI integration in radiation oncology and insights into future directions for research and clinical practice.

Citations

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  • Cutting-edge technologies in external radiation therapy
    Jun Won Kim
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • Institution-Specific Autosegmentation for Personalized Radiotherapy Protocols
    Wonyoung Cho, Gyu Sang Yoo, Won Dong Kim, Yerim Kim, Jin Sung Kim, Byung Jun Min
    Progress in Medical Physics.2024; 35(4): 205.     CrossRef
  • 11,413 View
  • 137 Download
  • 5 Web of Science
  • 2 Crossref

Correspondence

[English]

Citations

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  • Getting Started on Artificial Intelligence in Health Care and Clinical Research: Includes Rigor Checklist for Authors and Reviewers
    Chandan K. Sen, Deeptankar DeMazumder
    Advances in Wound Care.2025;[Epub]     CrossRef
  • Unresolved policy on the new placement of 2,000 entrants at Korean medical schools and this issue of Ewha Medical Journal
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • 3,590 View
  • 6 Download
  • 2 Web of Science
  • 2 Crossref

Review articles

[English]

The availability of combined antiretroviral therapy has significantly reduced the number of new HIV infections and the associated mortality, and HIV infection has become a chronic disease with long-term survival. In Korea, more than 1,000 new HIV infections have been registered annually since 2013. After peaking at 1,223 in 2019, the number of new infections decreased between 2020 and 2023. In 2023, the majority of newly HIV-infected people were men, and the proportions of young people under 40 years, homosexual contacts and foreigners increased. Acquired immunodeficiency syndrome (AIDS)-related deaths from opportunistic infections associated with immunosuppression and AIDS-defining cancers are gradually decreasing, whereas non-AIDS defining comorbidities such as non-AIDS defining cancers, cardiovascular disease and metabolic complications are emerging as major causes of death. Since the introduction of zidovudine, approximately 30 antiretroviral drugs have been approved for the treatment of HIV infection. Early and continuous antiretroviral treatment for all people living with HIV is an effective strategy for maintaining viral suppression and preventing transmission of HIV infection. In conclusion, achieving the 95–95–95 target among those living with HIV in Korea requires multifaceted efforts to improve early diagnosis, early and proper treatment of HIV infection including the management of chronic diseases, and adherence to antiretroviral therapy.

Citations

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  • İŞVERENİN BİLDİRİMSİZ FESİH HAKKI BAKIMINDAN “İŞÇİNİN HIV ENFEKSİYONUNUN” DEĞERLENDİRİLMESİ
    Muharrem Emre Ulusoy
    Hacettepe Hukuk Fakültesi Dergisi.2025; 15(2): 303.     CrossRef
  • Unresolved policy on the new placement of 2,000 entrants at Korean medical schools and this issue of Ewha Medical Journal
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • 6,435 View
  • 61 Download
  • 2 Crossref
[English]

Influenza presents a considerable disease burden, particularly among adults over 65 years old. In this population, the disease is associated with high rates of infection, hospitalization, and mortality. The objective of this study was to assess the impact of influenza on older adults and to evaluate the effectiveness of influenza vaccines within this demographic. A literature search was conducted using PubMed to identify relevant English-language studies published from January 2000 to January 2024. The analysis indicated that influenza-related hospitalization rates (ranging from 10.1 to 308.3 per 100,000 persons) and all-cause excess mortality rates (1.1 to 228.2 per 100,000 persons) were notably high in older adults, although these rates varied over time and by location. Hospitalization rates due to influenza increased considerably after the age of 50 years, with the highest rates observed in individuals aged 85 years and older. Excess mortality attributable to influenza also rose with age, with rates between 17.9 and 223.5 per 100,000 persons in those over 75 years old. The effectiveness of influenza vaccines in preventing severe infections requiring hospitalization was found to be only 37% in individuals aged 65 years and older. The unadjuvanted, standard-dose influenza vaccine had an estimated effectiveness of just 25% against laboratory-confirmed influenza and between 37% and 43.7% in preventing hospitalizations. Therefore, considering the substantial burden of influenza and the limited efficacy of standard vaccines, the use of highly immunogenic influenza vaccines should be prioritized for older adults.

Citations

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  • Epidemiological Shifts in Respiratory Virus Infections Among Older Adults (≥65 Years) Before and After the COVID-19 Pandemic: An 18-Year Retrospective Study in the Republic of Korea
    Jeong Su Han, Sung Hun Jang, Jae-Sik Jeon, Kyung Bae Lee, Jae Kyung Kim
    Microorganisms.2025; 13(10): 2301.     CrossRef
  • Unresolved policy on the new placement of 2,000 entrants at Korean medical schools and this issue of Ewha Medical Journal
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • 5,310 View
  • 27 Download
  • 3 Web of Science
  • 2 Crossref

Case Report

[English]
Ultrasound-guided sciatic nerve block in a patient with sciatic neuropathy associated with uterine myoma: a case report
Bo Kyung Kang, Min Hyouk Beak, Won-joong Kim
Ewha Med J 2024;47(2):e30.   Published online April 30, 2024
DOI: https://doi.org/10.12771/emj.2024.e30

Although sciatica is commonly associated with lumbar spinal issues, it is important to acknowledge that non-spinal factors can also play a significant role in this condition. This is particularly relevant for female patients, in whom gynecologic conditions can lead to secondary sciatic neuropathy. Herein, we report the case of a 66-year-old woman who experienced posterolateral right lower extremity radiating pain. We initially performed a lumbar transforaminal epidural steroid injection, but the pain persisted. Subsequently, hip MRI revealed sciatic neuropathy adjacent to the pedunculated portions of a uterine myoma. We then performed a sub-gluteal sciatic nerve block under ultrasound guidance, resulting in significant relief of her pain. In conclusion, hip MRI can be helpful for the differential diagnosis of sciatica, and ultrasound-guided sciatic nerve block can be considered an appropriate and effective treatment option.

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  • AVANÇOS E PERSPECTIVAS NA ANESTESIA NEUROAXIAL: SEGURANÇA, EFICÁCIA E APLICAÇÕES CLÍNICAS MODERNAS
    Gabriel Fontes , Julia de Souza e Silva, Gabriel Vitor Ferreira, Sofia Boechat Melado, Guilherme Soares Carvalho, Julia Kalene Saraiva Torres, Leonardo Lanes Leite Silvestre, Luís Pedro Cerqueira Morejón, Laryssa Inácio Carvalho, Matheus dos Santos Nunes,
    Revista Contemporânea.2025; 5(1): e7282.     CrossRef
  • Gabapentin/Limaprost

    Reactions Weekly.2024; 2032(1): 187.     CrossRef
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Original Article

[English]
An accurate pediatric bone age prediction model using deep learning and contrast conversion
Dong Hyeok Choi, So Hyun Ahn, Rena Lee
Ewha Med J 2024;47(2):e23.   Published online April 30, 2024
DOI: https://doi.org/10.12771/emj.2024.e23
Objectives:

This study aimed to develop an accurate pediatric bone age prediction model by utilizing deep learning models and contrast conversion techniques, in order to improve growth assessment and clinical decision-making in clinical practice.

Methods:

The study employed a variety of deep learning models and contrast conversion techniques to predict bone age. The training dataset consisted of pediatric left-hand X-ray images, each annotated with bone age and sex information. Deep learning models, including a convolutional neural network , Residual Network 50 , Visual Geometry Group 19, Inception V3, and Xception were trained and assessed using the mean absolute error (MAE). For the test data, contrast conversion techniques including fuzzy contrast enhancement, contrast limited adaptive histogram equalization (HE) , and HE were implemented. The quality of the images was evaluated using peak signal-to-noise ratio (SNR), mean squared error, SNR, coefficient of variation, and contrast-to-noise ratio metrics. The bone age prediction results using the test data were evaluated based on the MAE and root mean square error, and the t-test was performed.

Results:

The Xception model showed the best performance (MAE=41.12). HE exhibited superior image quality, with higher SNR and coefficient of variation values than other methods. Additionally, HE demonstrated the highest contrast among the techniques assessed, with a contrast-to-noise ratio value of 1.29. Improvements in bone age prediction resulted in a decline in MAE from 2.11 to 0.24, along with a decrease in root mean square error from 0.21 to 0.02.

Conclusion:

This study demonstrates that preprocessing the data before model training does not significantly affect the performance of bone age prediction when comparing contrast-converted images with original images.

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  • How Can Clinicians Leverage Vibe Coding for Machine Learning and Deep Learning Research?
    Yoonhwan Lee, Sun Huh
    Endocrinology and Metabolism.2025; 40(5): 659.     CrossRef
  • Gender equity in medicine, artificial intelligence, and other articles in this issue
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • 4,281 View
  • 35 Download
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Review article

[English]
Health of Korean sexual and gender minorities: a narrative review of quantitative studies
Heesung So, Ssirai Kim, Sun Young Lee
Ewha Med J 2024;47(2):e14.   Published online April 30, 2024
DOI: https://doi.org/10.12771/emj.2024.e14

This study reviewed quantitative research on the health of sexual and gender minorities (SGMs) in Korea and aimed to propose a role for healthcare professionals in improving their health and access to medical care. We searched PubMed through February 29, 2024 for articles published since 2000, using terms related to SGMs and the keyword “Korea.” This process yielded 33 quantitative studies on Korean SGMs. Of these, 17 focused on sexual minorities and 16 on gender minorities. The findings indicate that Korean SGMs experience many symptoms of depression and anxiety, as well as high rates of suicidal ideation, planning, and attempts. They also report diminished health-related quality of life. SGM individuals who have faced discrimination or pressure to change their sexual or gender identity face an elevated risk of mental health issues. To improve the health of Korean SGMs and improve their access to healthcare, we recommend several approaches. First, more research on the health of Korean SGMs is necessary. Second, education and training programs for health professionals are essential to promote their understanding of SGM health issues and their advocacy for SGM health. Third, strategies are required to develop and implement program interventions that improve SGM health, such as increasing the availability of gender-affirming care, which is known to benefit the health of transgender and gender-diverse individuals. Finally, healthcare professionals should actively advocate for SGM health and call for shifts in public perception and institutional change, grounded in a broad understanding of SGMs and their health needs.

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  • The association between depressive symptomatology and demographic characteristics, sexual minority identity, and discrimination experiences among lesbian and gay-identified South Korean adults
    Yeon Jae Hwang, Carlos E. Santos, Jimin Sung
    Sexual and Gender Diversity in Social Services.2025; : 1.     CrossRef
  • Gender equity in medicine, artificial intelligence, and other articles in this issue
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
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  • 42 Download
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Original Articles

[English]
Exosomal microRNAs (miRNAs) in blood and urine under physiological conditions: a comparative study
Lv Chun-yan, Zhong Yuan, Hu Yao
Ewha Med J 2024;47(1):e6.   Published online January 31, 2024
DOI: https://doi.org/10.12771/emj.2024.e6
Objectives:

Blood and urine are commonly used specimens for clinical testing, and their contents, particularly exosomal microRNA (miRNA), are diverse, reflecting the metabolic activities of tissues and organs in the body.

Methods:

Blood and urine samples were collected from six healthy adults. Exosomes were then enriched from these samples, followed by sequencing and bioinformatic analysis of exosomal miRNA.

Results:

The comparative analysis of miRNAs in blood and urine revealed that 41 miRNAs were more abundant in blood, while 61 were found at lower levels. Notably, hsa-miR-934 was among those with higher expression in blood, whereas hsa-miR-425-5p was one of the miRNAs with lower expression. Kyoto Encyclopedia of Genes and Genomes pathway analysis indicated that the target mRNAs of differentially expressed exosomal miRNAs (DEexo-miRNAs) in both blood and urine are implicated in various signaling pathways, including proteoglycans in cancer, axonal guidance, and the regulation of the actin cytoskeleton. Additionally, the target mRNAs associated with DEexo-miRNAs in urine were also linked to processes such as ubiquitin-mediated proteolysis and the phosphatidylinositol signaling system. In contrast, the target mRNAs corresponding to DEexo-miRNAs in blood were involved in the FoxO signaling pathway and chronic myeloid leukemia, among others.

Conclusion:

This study observed differential expression of exosomal miRNAs in blood and urine, thereby enriching the available library of exosomal miRNA for these two sample types. It also lays the groundwork for the detection of exosomal biomarkers from blood and urine.

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  • Potential liquid biopsy markers of exosomal microRNAs in renal interstitial fibrosis blood and urine
    Chunyan Lv, Yuan Zhong, Yao Hu, Yan Tang
    Indian Journal of Pathology and Microbiology.2025; 68(2): 279.     CrossRef
  • Gender equity in medical journals in Korea and this issue
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • 2,656 View
  • 25 Download
  • 1 Web of Science
  • 2 Crossref
[English]
Objectives:

The present study aims to examine the frequency of sleep disorders and the level of sleep quality, as well as their relationship with health-related quality of life in cancer patients.

Methods:

This multi-center cross-sectional survey included 333 cancer patients ranging in age from 16 to 72 years, between June 15, 2017, and August 30, 2018 at the Ankara Oncology Hospital and Erciyes University Kemal Dedeman Oncology Hospital Polyclinic. Data were collected via various surveys conducted through face-to-face interviews, including following measurement tools: Short Form 36 Health Questionnaire, the Pittsburgh Sleep Quality Index, the Epworth Sleepiness, and the Berlin Sleep Questionnaire for obstructive sleep apnea. Face-to-face interviews were carried out with patients who presented for an initial examination or follow-up and were awaiting their appointments.

Results:

The most commonly reported sleep disorders were daytime sleepiness (36.9%), sleep respiratory disorders (34.8%), insomnia (29.4%), and parasomnias (28.8%). Good sleepers were found to have significantly higher physical (40.20±10.08 vs. 33.21±8.06; P<0.001) and mental component scores (43.54±8.25 vs. 38.20±7.52; P<0.001) than poor sleepers. Conversely, individuals with insomnia (P<0.01), daytime sleepiness (P<0.001), sleep-respiratory disorders (P<0.05), and bruxism (P<0.001) showed significantly lower scores in both physical and mental components. Additionally, those with restless legs syndrome had a significantly lower physical component score (P<0.001), and those with parasomnias had significantly lower mental component scores.

Conclusion:

Cancer patients exhibited moderate average sleep quality scores, with over half of them demonstrating low quality sleep patterns. Sleep disorders significantly impacted their health-related quality of life.

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  • The Effectiveness of Compassion-focused Therapy on Resilience, Sleep Disorders, and Body Image in Women with Breast Cancer
    Yalda Mahfouzi, Fatemeh Mirershadi, Manijeh Firoozi
    Journal of Health and Care.2025; 27(1): 91.     CrossRef
  • Gender equity in medical journals in Korea and this issue
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • 2,558 View
  • 32 Download
  • 2 Crossref

Editorial

[English]
Gender equity in medical journals in Korea and this issue
Sun Huh
Ewha Med J 2024;47(1):e1.   Published online January 31, 2024
DOI: https://doi.org/10.12771/emj.2024.e1

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  • Gender equity in medicine, artificial intelligence, and other articles in this issue
    Sun Huh
    The Ewha Medical Journal.2024;[Epub]     CrossRef
  • Adherence to the International Committee of Medical Journal Editors–recommended gender equity policy in nursing journals listed in MEDLINE or PubMed Central: a descriptive study
    Eun Jeong Ko, Geum Hee Jeong
    Science Editing.2024; 11(1): 33.     CrossRef
  • 1,147 View
  • 8 Download
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Review article

[English]
Generative artificial intelligence (GenAI), including large language models such as GPT-4 and image-generation tools like DALL-E, is rapidly transforming the landscape of medical education. These technologies present promising opportunities for advancing personalized learning, clinical simulation, assessment, curriculum development, and academic writing. Medical schools have begun incorporating GenAI tools to support students’ self-directed study, design virtual patient encounters, automate formative feedback, and streamline content creation. Preliminary evidence suggests improvements in engagement, efficiency, and scalability. However, GenAI integration also introduces substantial challenges. Key concerns include hallucinated or inaccurate content, bias and inequity in artificial intelligence (AI)-generated materials, ethical issues related to plagiarism and authorship, risks to academic integrity, and the potential erosion of empathy and humanistic values in training. Furthermore, most institutions currently lack formal policies, structured training, and clear guidelines for responsible GenAI use. To realize the full potential of GenAI in medical education, educators must adopt a balanced approach that prioritizes accuracy, equity, transparency, and human oversight. Faculty development, AI literacy among learners, ethical frameworks, and investment in infrastructure are essential for sustainable adoption. As the role of AI in medicine expands, medical education must evolve in parallel to prepare future physicians who are not only skilled users of advanced technologies but also compassionate, reflective practitioners.

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  • Using virtual reality to support the transition from preclinical to clinical training in paediatric dentistry
    Marion Lautier, Faustine Béal, Amélie Reibel Domergue, Sophie Jung, François Clauss, Marion Strub
    BMC Medical Education.2026;[Epub]     CrossRef
  • 1,812 View
  • 101 Download
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Opinion

[English]
Probability of criminal punishment of physicians in Korea is remarkably higher than in Japan and France
Hyung-Sun Kim, Duck Sun Ahn
Ewha Med J 2025;48(4):e52.   Published online September 16, 2025
DOI: https://doi.org/10.12771/emj.2025.00738

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  • Beauty and Fatality: A Forensic Perspective on Periprocedural Deaths after Aesthetic Procedures, and Insights for Death Investigation and Public Health Safety
    Sohyung Park, Sung Wook Choi, Duk Hoon Kim, Minjung Kim, Min Jee Park, Jung Sik Jang, Seon Jung Jang, Jeong Hwa Kwon, Yooha Don, Hyejeong Kim
    Korean Journal of Legal Medicine.2025; 49(4): 133.     CrossRef
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Editorial

[English]

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  • Leaving behind fond memories, I am stepping away from my role as editor of the Ewha Medical Journal after finalizing this issue's theme
    Sun Huh
    Ewha Medical Journal.2025; 48(4): e51.     CrossRef
  • 1,296 View
  • 40 Download
  • 1 Crossref

Original article

[English]
Purpose
This study developed and validated a deep learning model for the automated early detection of androgenetic alopecia (AGA) using trichoscopic images, and evaluated the model’s diagnostic performance in a Korean clinical cohort.
Methods
We conducted a retrospective observational study using 318 trichoscopic scalp images labeled by board-certified dermatologists according to the Basic and Specific (BASP) system, collected at Ewha Womans University Medical Center between July 2018 and January 2024. The images were categorized as BASP 0 (no hair loss) or BASP 1–3 (early-stage hair loss). A ResNet-18 convolutional neural network, pretrained on ImageNet, was fine-tuned for binary classification. Internal validation was performed using stratified 5-fold cross-validation, and external validation was conducted through ensemble soft voting on a separate hold-out test set of 20 images. Model performance was measured by accuracy, precision, recall, F1-score, and area under the curve (AUC), with 95% confidence intervals (CIs) calculated for hold-out accuracy.
Results
Internal validation revealed robust model performance, with 4 out of 5 folds achieving an accuracy above 0.90 and an AUC above 0.93. In external validation on the hold-out test set, the ensemble model achieved an accuracy of 0.90 (95% CI, 0.77–1.03) and an AUC of 0.97, with perfect recall for early-stage hair loss. No missing data were present, and the model demonstrated stable convergence without requiring data augmentation.
Conclusion
This model demonstrated high accuracy and generalizability for detecting early-stage AGA from trichoscopic images, supporting its potential utility as a screening tool in clinical and teledermatology settings.

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  • How Can Clinicians Leverage Vibe Coding for Machine Learning and Deep Learning Research?
    Yoonhwan Lee, Sun Huh
    Endocrinology and Metabolism.2025; 40(5): 659.     CrossRef
  • 2,487 View
  • 38 Download
  • 2 Web of Science
  • 1 Crossref

Correspondence

[English]
Korea’s 2024 reduction in medical research output amid physician residents’ resignation
Jeong-Ju Yoo, Hyun Bin Choi, Young-Seok Kim, Sang Gyune Kim
Ewha Med J 2025;48(2):e36.   Published online April 17, 2025
DOI: https://doi.org/10.12771/emj.2025.00381

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  • Current challenges in Korean medical research and highlights from this issue of Annals of Clinical Microbiology
    Hae-Sun Chung
    Annals of Clinical Microbiology.2025; 28(2): 11.     CrossRef
  • 3,668 View
  • 31 Download
  • 1 Crossref

Original articles

[English]
Purpose
Accurate prediction of blood glucose variability is crucial for effective diabetes management, as both hypoglycemia and hyperglycemia are associated with increased morbidity and mortality. However, conventional predictive models rely primarily on patient-specific biometric data, often neglecting the influence of patient–provider interactions, which can significantly impact outcomes. This study introduces Cyclic Dual Latent Discovery (CDLD), a deep learning framework that explicitly models patient–provider interactions to improve prediction of blood glucose levels. By leveraging a real-world intensive care unit (ICU) dataset, the model captures latent attributes of both patients and providers, thus improving forecasting accuracy.
Methods
ICU patient records were obtained from the MIMIC-IV v3.0 critical care database, including approximately 5,014 instances of patient–provider interaction. The CDLD model uses a cyclic training mechanism that alternately updates patient and provider latent representations to optimize predictive performance. During preprocessing, all numeric features were normalized, and extreme glucose values were capped at 500 mg/dL to mitigate the effect of outliers.
Results
CDLD outperformed conventional models, achieving a root mean square error of 0.0852 on the validation set and 0.0899 on the test set, which indicates improved generalization. The model effectively captured latent patient–provider interaction patterns, yielding more accurate glucose variability predictions than baseline approaches.
Conclusion
Integrating patient–provider interaction modeling into predictive frameworks can increase blood glucose prediction accuracy. The CDLD model offers a novel approach to diabetes management, potentially paving the way for artificial intelligence-driven personalized treatment strategies.

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  • Artificial Intelligence Algorithms for Insulin Management and Hypoglycemia Prevention in Hospitalized Patients—A Scoping Review
    Eileen R. Faulds, Melanie Natasha Rayan, Matthew Mlachak, Kathleen M. Dungan, Ted Allen, Emily Patterson
    Diabetology.2026; 7(1): 19.     CrossRef
  • 1,533 View
  • 35 Download
  • 1 Crossref
[English]
Status of human rights violations and trauma among North Korean defectors: a cross-sectional study
So Hee Lee, Won Woong Lee, Haewoo Lee, Jin Yong Jun, Jin-Won Noh
Ewha Med J 2025;48(2):e28.   Published online April 10, 2025
DOI: https://doi.org/10.12771/emj.2025.00367
Purpose
This study aimed to identify the types of human rights violations and the associated psychological trauma experienced by North Korean defectors. It also examined the impact of trauma on the defectors’ interpersonal relationships, employment, and overall quality of life, while evaluating existing psychological support policies to suggest potential improvements.
Methods
A multidisciplinary research team conducted an observational survey and in-depth interviews with approximately 300 North Korean defectors residing in South Korea from June to September 2017. Standardized measurement tools, including the Post-Traumatic Stress Disorder (PTSD) Checklist (PCL-5), Patient Health Questionnaire-9 (PHQ-9), Generalized Anxiety Disorder Scale-7 (GAD-7), and Short Form-8 Health Survey (SF-8), were employed. Statistical analyses consisted of frequency analysis, cross-tabulation, factor analysis, and logistic regression.
Results
The findings revealed a high prevalence of human rights violations, such as public executions (82%), forced self-criticism (82.3%), and severe starvation or illness (62.7%). Additionally, there were elevated rates of PTSD (56%), severe depression (28.3%), anxiety (25%), and insomnia (23.3%). Defectors who resided in China before entering South Korea reported significantly worse mental health outcomes and a lower quality of life. Moreover, trauma was strongly and negatively correlated with social adjustment, interpersonal relationships, employment stability, and overall well-being.
Conclusion
An urgent revision of existing policies is needed to incorporate specialized, trauma-informed care infrastructures within medical institutions. Furthermore, broad societal education to reduce stigma and enhance integration efforts is essential to effectively support the psychological well-being and social integration of North Korean defectors.

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  • Recent advances in pulmonary tuberculosis, the application of deep learning to medical topics, and highlights from this issue of Ewha Medical Journal
    Hae-Sun Chung
    Ewha Medical Journal.2025; 48(2): e16.     CrossRef
  • 7,868 View
  • 103 Download
  • 1 Web of Science
  • 1 Crossref
[English]
Immunogenicity of Anisakis larvae molting membrane against human eosinophilia sera
Sooji Hong, Bong-Kwang Jung, Hyun-Jong Yang
Ewha Med J 2025;48(2):e29.   Published online April 8, 2025
DOI: https://doi.org/10.12771/emj.2025.00311
Purpose
This study aimed to investigate whether proteins present in the molting membranes of third-stage (L3) Anisakis larvae could serve as potential risk factors for allergic reactions.
Methods
Third-stage larvae (L3) of Anisakis spp. were primarily collected from mackerels and cultured in vitro to yield both molting membranes and fourth-stage (L4) larvae. Major soluble proteins in the molting membranes were identified using SDS-PAGE (sodium dodecyl sulfate–polyacrylamide gel electrophoresis). Crude antigens extracted from L3, L4, and the molting membranes were subsequently evaluated by western blotting using sera from Anisakis-infected rabbits and patients with eosinophilia.
Results
Antigens derived from the molting membranes reacted with sera from Anisakis-infected rabbits as well as with sera from 7 patients with eosinophilia of unknown origin. These findings suggest that unidentified proteins in the molting membranes of Anisakis L3 may contribute to early allergic reactions, particularly in patients sensitized by specific molecular components.
Conclusion
Our results indicate that proteins present in the molting membranes of third-stage Anisakis spp. larvae may be associated with allergic responses. Further studies are required to confirm the correlation between these membranes and Anisakis-induced allergies.

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  • Recent advances in pulmonary tuberculosis, the application of deep learning to medical topics, and highlights from this issue of Ewha Medical Journal
    Hae-Sun Chung
    Ewha Medical Journal.2025; 48(2): e16.     CrossRef
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Guidelines
[Korean]
Principles of Best Practice and Transparency in Scholarly Publishing ver. 4: a Korean translation
The Committee on Publication Ethics, DOAJ, the Open Access Scholarly Publishing Association, the World Association of Medical Editors
Ewha Med J 2025;48(2):e37.   Published online March 31, 2025
DOI: https://doi.org/10.12771/emj.2025.00318

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  • Recent advances in pulmonary tuberculosis, the application of deep learning to medical topics, and highlights from this issue of Ewha Medical Journal
    Hae-Sun Chung
    Ewha Medical Journal.2025; 48(2): e16.     CrossRef
  • 1,310 View
  • 33 Download
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