| 2024 | Hyperosmolar therapy response in traumatic brain injury: Explainable artificial intelligence based long-term time series forecasting approach | EXPERT SYSTEMS WITH APPLICATIONS |
| 2024 | Development and Validation of Deep Learning-Based Infectivity Prediction in Pulmonary Tuberculosis Through Chest Radiography: Retrospective Study
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2024 | Machine learning-based 2-year risk prediction tool in immunoglobulin A nephropathy
| KIDNEY RESEARCH AND CLINICAL PRACTICE |
| 2024 | Machine Learning with Clinical and Intraoperative Biosignal Data for Predicting Cardiac Surgery-Associated Acute Kidney Injury | Studies in Health Technology and Informatics |
| 2024 | Machine learning with clinical and intraoperative biosignal data for predicting postoperative delirium after cardiac surgery | ISCIENCE |
| 2024 | Redefining Health Care Data Interoperability: Empirical Exploration of Large Language Models in Information Exchange
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2024 | Integration of National Health Insurance claims data and animal models reveals fexofenadine as a promising repurposed drug for Parkinson’s disease
| JOURNAL OF NEUROINFLAMMATION |
| 2024 | Prediction of Antibiotic Resistance in Patients With a Urinary Tract Infection: Algorithm Development and Validation
| JMIR MEDICAL INFORMATICS |
| 2024 | Evaluation of GPT-4 for 10-year cardiovascular risk prediction: Insights from the UK Biobank and KoGES data
| ISCIENCE |
| 2023 | Machine Learning Algorithms Predict Successful Weaning From Mechanical Ventilation Before Intubation: Retrospective Analysis From the Medical Information Mart for Intensive Care IV Database
| JMIR FORMATIVE RESEARCH |
| 2023 | Changes in the Circadian Rhythm of High-Frequency Heart Rate Variability Associated With Depression
| JOURNAL OF KOREAN MEDICAL SCIENCE |
| 2023 | Evaluation of rosuvastatin-induced QT prolongation risk using real-world data, in vitro cardiomyocyte studies, and mortality assessment
| SCIENTIFIC REPORTS |
| 2023 | Prediction of Serious Intracranial Hypertension from Low-Resolution Neuromonitoring in Traumatic Brain Injury: An Explainable Machine Learning Approach | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS |
| 2023 | Machine Learning for Detecting Blood Transfusion Needs Using Biosignals
| Computer Systems Science & Engineering |
| 2022 | Establishment of muscle mass-based indications for the cystatin C test in renal function evaluation
| FRONTIERS IN MEDICINE |
| 2022 | Machine Learning Model for the Prediction of Hemorrhage in Intensive Care Units
| HEALTHCARE INFORMATICS RESEARCH |
| 2022 | Machine Learning Model for Classifying the Results of Fetal Cardiotocography Conducted in High-Risk Pregnancies
| YONSEI MEDICAL JOURNAL |
| 2022 | Digital Health Profile of South Korea: A Cross Sectional Study
| INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH |
| 2022 | 전자의무기록 데이터 분석 접근법
| Journal of Health Informatics and Statistics(보건정보통계학회지) |
| 2022 | Three Clinical Clusters Identified through Hierarchical Cluster Analysis Using Initial Laboratory Findings in Korean Patients with Systemic Lupus Erythematosus
| JOURNAL OF CLINICAL MEDICINE |
| 2022 | Evaluating the Risk of Paroxysmal Atrial Fibrillation in Noncardioembolic Ischemic Stroke Using Artificial Intelligence-Enabled ECG Algorithm
| FRONTIERS IN CARDIOVASCULAR MEDICINE |
| 2022 | Artificial Intelligence-Enabled ECG Algorithm for the Prediction of Coronary Artery Calcification
| FRONTIERS IN CARDIOVASCULAR MEDICINE |
| 2022 | Modeling Brain Volume Using Deep Learning-Based Physical Activity Features in Patients With Dementia
| FRONTIERS IN NEUROINFORMATICS |
| 2022 | Drug Repositioning Using Temporal Trajectories of Accompanying Comorbidities in Diabetes Mellitus
| Endocrinology and Metabolism(대한내분비학회지) |
| 2022 | Baseline Clinical and Biomarker Characteristics of Biobank Innovations for Chronic Cerebrovascular Disease With Alzheimer's Disease Study: BICWALZS
| PSYCHIATRY INVESTIGATION |
| 2022 | Preparing for a New World: Making Friends with Digital Health
| YONSEI MEDICAL JOURNAL |
| 2022 | Data-driven drug-induced QT prolongation surveillance using adverse reaction signals derived from 12-lead and continuous electrocardiogram data
| PLOS ONE |
| 2021 | Unsupervised feature learning for electrocardiogram data using the convolutional variational autoencoder
| PLOS ONE |
| 2021 | Automated Detection of Acute Myocardial Infarction Using Asynchronous Electrocardiogram Signals-Preview of Implementing Artificial Intelligence With Multichannel Electrocardiographs Obtained From Smartwatches: Retrospective Study
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2021 | Biosignal-Based Digital Biomarkers for Prediction of Ventilator Weaning Success
| INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH |
| 2021 | Machine Learning Approach for Active Vaccine Safety Monitoring
| JOURNAL OF KOREAN MEDICAL SCIENCE |
| 2021 | Risk of QT prolongation through drug interactions between hydroxychloroquine and concomitant drugs prescribed in real world practice
| SCIENTIFIC REPORTS |
