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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
2024A digital phenotyping dataset for impending panic symptoms: a prospective longitudinal study SCIENTIFIC DATA
2024Genotypic and phenotypic analysis of Korean patients with tuberous sclerosis complexNEUROGENETICS
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
2024Comprehensive Assessment and Early Prediction of Gross Motor Performance in Toddlers With Graph Convolutional Networks-Based Deep Learning: Development and Validation Study JMIR FORMATIVE RESEARCH
2024Trends in emergency department visits for emergency care–sensitive conditions before and during the COVID-19 pandemic: a nationwide study in Korea, 2019–2021 CLINICAL AND EXPERIMENTAL EMERGENCY MEDICINE
2024Screening of Moyamoya Disease from Retinal Photographs: Development and Validation of Deep Learning Algorithms STROKE
2024Synthetic Data Improve Survival Status Prediction Models in Early-Onset Colorectal CancerJCO CLINICAL CANCER INFORMATICS
2024Multi-Institutional Collaborative Research Using Ophthalmic Medical Image Data Standardized by Radiology Common Data Model (R-CDM)Studies in Health Technology and Informatics
2024Diagnosis of a Large Ependymal Cyst in a Patient with Severe Macrocephaly and No Neurological Risk Factors Annals of Child Neurology
2024Develop Method to Efficiently Apply Image-Based Facial Emotion Classification Models to Video DataWireless Mobile Communication and Healthcare
2024Mobile App–Assisted Parent Training Intervention for Behavioral Problems in Children With Autism Spectrum Disorder: Pilot Randomized Controlled Trial JMIR HUMAN FACTORS
2024A Study on the Screening of Children at Risk for Developmental Disabilities Using Facial Landmarks Derived From a Mobile-Based Application PSYCHIATRY INVESTIGATION
2024On-Device Deep Learning to Detect Carotid Stenosis With Smartphones: Development and ValidationSTROKE
2024Association between preventive treatment for unruptured intracranial aneurysms and incident dementia: a nationwide population-based cohort study SCIENTIFIC REPORTS
2024Aligning Large Language Models for Enhancing Psychiatric Interviews Through Symptom Delineation and Summarization: Pilot Study JMIR FORMATIVE RESEARCH
2024Healthcare Utilization and Costs in Patients With Somatic Symptom and Related Disorders Compared With Those With Depression and Healthy Controls: A Nationwide Cohort StudyDEPRESSION AND ANXIETY
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