| 2020 | Machine Learning Applications in Endocrinology and Metabolism Research: An Overview
| Endocrinology and Metabolism (대한내분비학회지) |
| 2020 | Machine learning based risk prediction model for asymptomatic individuals who underwent coronary artery calcium score: Comparison with traditional risk prediction approaches | JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY |
| 2017 | Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis
| EUROPEAN HEART JOURNAL |
| 2020 | Machine Learning Framework to Identify Individuals at Risk of Rapid Progression of Coronary Atherosclerosis: From the PARADIGM Registry
| JOURNAL OF THE AMERICAN HEART ASSOCIATION |
| 2022 | Machine Learning Improves the Prediction Rate of Non-Curative Resection of Endoscopic Submucosal Dissection in Patients with Early Gastric Cancer
| CANCERS |
| 2020 | Machine learning insight into the role of imaging and clinical variables for the prediction of obstructive coronary artery disease and revascularization: An exploratory analysis of the CONSERVE study
| PLOS ONE |
| 2020 | Machine learning of clinical variables and coronary artery calcium scoring for the prediction of obstructive coronary artery disease on coronary computed tomography angiography: analysis from the CONFIRM registry | EUROPEAN HEART JOURNAL |
| 2020 | Machine learning prediction for mortality of patients diagnosed with COVID-19: a nationwide Korean cohort study
| SCIENTIFIC REPORTS |
| 2023 | Machine Learning Predicts Pathologic Complete Response to Neoadjuvant Chemotherapy for ER+HER2- Breast Cancer: Integrating Tumoral and Peritumoral MRI Radiomic Features
| DIAGNOSTICS |
| 2023 | Machine learning reveals sex-specific associations between cardiovascular risk factors and incident atherosclerotic cardiovascular disease
| SCIENTIFIC REPORTS |
| 2022 | Machine Learning-Aided Chronic Kidney Disease Diagnosis Based on Ultrasound Imaging Integrated with Computer-Extracted Measurable Features | JOURNAL OF DIGITAL IMAGING |
| 2019 | Machine Learning-Based Model for Prediction of Outcomes in Acute Stroke | STROKE |
| 2023 | Machine Learning-Based Mortality Prediction Model for Critically Ill Cancer Patients Admitted to the Intensive Care Unit (CanICU)
| CANCERS |
| 2022 | Machine Learning-Derived Integer-Based Score and Prediction of Tertiary Hyperparathyroidism among Kidney Transplant Recipients: An Integer-Based Score to Predict Tertiary Hyperparathyroidism | CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY |
| 2022 | Machine Learning-Predicted Progression to Permanent Atrial Fibrillation After Catheter Ablation
| FRONTIERS IN CARDIOVASCULAR MEDICINE |
| 2023 | Machine-learning enhancement of urine dipstick tests for chronic kidney disease detection | JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION |
| 2023 | Machine-Learning Model for the Prediction of Hypoxaemia during Endoscopic Retrograde Cholangiopancreatography under Monitored Anaesthesia Care
| YONSEI MEDICAL JOURNAL |
| 2002 | Macronutrient Intake, Visceral Fat Accumulation and Cardiovascular Risk Factors in Korean Men | Journal of Korean Society for the Study of Obesity |
| 2018 | Macrophage polarization and acceleration of atherosclerotic plaques in a swine model
| PLOS ONE |
| 2023 | Macrophage transcription factor TonEBP promotes systemic lupus erythematosus and kidney injury via damage-induced signaling pathways
| KIDNEY INTERNATIONAL |
