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YUHSpace1. College of Medicine (의과대학)Dept. of Biomedical Systems Informatics (의생명시스템정보학교실)

1. Journal Papers

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Issue DateTitleJournal Title
2025Artificial intelligence-derived electrocardiographic aging and risk of atrial fibrillation: a multi-national studyEUROPEAN HEART JOURNAL
2025Atherosclerotic Cardiovascular Disease in Cancer Survivors: Current Evidence, Risk Prediction, Prevention, and Management Journal of Lipid and Atherosclerosis
2025Artificial Intelligence-Based Early Prediction of Acute Respiratory Failure in the Emergency Department Using Biosignal and Clinical Data YONSEI MEDICAL JOURNAL
2025Predicting In-Hospital Fall Risk Using Machine Learning With Real-Time Location System and Electronic Medical Records JOURNAL OF CACHEXIA SARCOPENIA AND MUSCLE
2024Incidence of metabolic dysfunction-associated steatotic liver disease and advanced fibrosis and impact of overweight/obesity in elderly population: a nationwide cohort studyJOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY
2025Incidence of systemic vasculitides after Mycobacterium tuberculosis infection: a population-based cohort study in Korea RHEUMATOLOGY
2025Retinal fundus imaging as biomarker for ADHD using machine learning for screening and visual attention stratification NPJ DIGITAL MEDICINE(Nature partner journals digital medicine Digital medicine)
2025Federated Class Incremental Learning: A Pseudo Feature Based Approach Without ExemplarsLecture Notes in Computer Science
2024Inter hospital external validation of interpretable machine learning based triage score for the emergency department using common data model SCIENTIFIC REPORTS
2024Timely accessibility to healthcare resources and heatwave-related mortality in 7 major cities of South Korea: a two-stage approach with principal component analysis LANCET REGIONAL HEALTH-WESTERN PACIFIC
2024Transcriptional immune suppression and up-regulation of double-stranded DNA damage and repair repertoires in ecDNA-containing tumors ELIFE
2024Gender differences in psychosocial determinants of hand hygiene among physicians INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY
2024Fluctuating risk of acute kidney injury-related mortality for four weeks after exposure to air pollution: A multi-country time-series study in 6 countriesENVIRONMENT INTERNATIONAL
2025Advancing Medical Imaging Research Through Standardization: The Path to Rapid Development, Rigorous Validation, and Robust ReproducibilityINVESTIGATIVE RADIOLOGY
2024A digital phenotyping dataset for impending panic symptoms: a prospective longitudinal study SCIENTIFIC DATA
2024PPFL: A personalized progressive federated learning method for leveraging different healthcare institution-specific features ISCIENCE
2024Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes Proceedings of the Annual Meeting of the Association for Computational Linguistics
2024Machine Learning with Clinical and Intraoperative Biosignal Data for Predicting Cardiac Surgery-Associated Acute Kidney InjuryStudies in Health Technology and Informatics
2024Time Series AI Model for Acute Kidney Injury Detection Based on a Multicenter Distributed Research Network: Development and Verification Study JMIR MEDICAL INFORMATICS
2024Development and Validation of Adaptable Skin Cancer Classification System Using Dynamically Expandable Representation HEALTHCARE INFORMATICS RESEARCH
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