| 2017 | M2 macrophages induced by mesenchymal stem cells provide an anti-inflammatory milieu that induces regulatory T cells in collagen-induced mice
| Thesis |
| 2017 | M2 Phenotype Microglia-derived Cytokine Stimulates Proliferation and Neuronal Differentiation of Endogenous Stem Cells in Ischemic Brain
| EXPERIMENTAL NEUROBIOLOGY |
| 2022 | Machine learning and magnetic resonance imaging radiomics for predicting human papilloma virus status and prognostic factors in oropharyngeal squamous cell carcinoma | HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK |
| 2020 | Machine learning and radiomic phenotyping of lower grade gliomas: improving survival prediction | EUROPEAN RADIOLOGY |
| 2020 | Machine Learning Applications in Endocrinology and Metabolism Research: An Overview
| Endocrinology and Metabolism (대한내분비학회지) |
| 2021 | Machine Learning Approach for Active Vaccine Safety Monitoring
| JOURNAL OF KOREAN MEDICAL SCIENCE |
| 2020 | Machine Learning Approach for Prediction of Hearing Preservation in Vestibular Schwannoma Surgery
| SCIENTIFIC REPORTS |
| 2021 | Machine Learning Based Radiomic HPV Phenotyping of Oropharyngeal SCC: A Feasibility Study Using MRI | LARYNGOSCOPE |
| 2022 | Machine learning based risk prediction for Parkinson's disease with nationwide health screening data
| SCIENTIFIC REPORTS |
| 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 |
| 2018 | Machine learning expert supporting system for diagnosis presumption of lymphoid neoplasms and histologically unclassifiable tumors using probabilistic decision tree algorithm and immunohistochemistry profile database | Dissertation |
| 2023 | Machine Learning for Detecting Blood Transfusion Needs Using Biosignals
| Computer Systems Science & Engineering |
| 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 |
| 2021 | Machine Learning for the Prediction of Amyloid Positivity in Amnestic Mild Cognitive Impairment | JOURNAL OF ALZHEIMERS DISEASE |
| 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 |
| 2021 | Machine learning in cardiovascular radiology: ESCR position statement on design requirements, quality assessment, current applications, opportunities, and challenges | EUROPEAN RADIOLOGY |
| 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 |
| 2022 | Machine Learning Model Development and Validation for Predicting Outcome in Stage 4 Solid Cancer Patients with Septic Shock Visiting the Emergency Department: A Multi-Center, Prospective Cohort Study
| JOURNAL OF CLINICAL MEDICINE |
| 2022 | Machine Learning Model for Classifying the Results of Fetal Cardiotocography Conducted in High-Risk Pregnancies
| YONSEI MEDICAL JOURNAL |
