| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 2020 | Machine learning prediction of incidence of Alzheimer's disease using large-scale administrative health data
| NPJ DIGITAL MEDICINE |
| 2018 | Machine learning to predict the occurrence of bisphosphonate-related osteonecrosis of the jaw associated with dental extraction: A preliminary report. | BONE |
| 2018 | Machine learning-based diagnosis for disseminated intravascular coagulation (DIC): Development, external validation, and comparison to scoring systems
| PLOS ONE |
| 2018 | Machine Learning-based Individual Assessment of Cortical Atrophy Pattern in Alzheimer's Disease Spectrum: Development of the Classifier and Longitudinal Evaluation
| SCIENTIFIC REPORTS |
| 2019 | Machine Learning-Based Model for Prediction of Outcomes in Acute Stroke | STROKE |
| 2021 | Machine learning-based prediction model using clinico-pathologic factors for papillary thyroid carcinoma recurrence
| SCIENTIFIC REPORTS |
