| Paper | Journal | Year | Link |
|---|---|---|---|
| An Artificial Intelligence Model to Predict the Mortality of COVID-19 Patients at Hospital Admission Time Using Routine Blood Samples: Development and Validation of an Ensemble Model |
Journal of Medical Internet Research | 2020 | Covid |
| Artificial-intelligence-driven discovery of prognostic biomarker for sarcopenia | Journal of Cachexia, Sarcopenia and Muscle | 2021 | Sarcopenia |
| Prediction and Feature Importance Analysis for Severity of COVID-19 in South Korea Using Artificial Intelligence: Model Development and Validation | Journal of Medical Internet Research | 2021 | Korea-Covid |
| Artificial Intelligence Personalized Prognostic Model to predict Five-Year Mortality at One-Year after Gastric Cancer Surgery |
2022 | Stomach Cancer | |
| Artificial Intelligence to Predict Five-Year Survival from Stage 4-Breast Cancer Patients | 2022 | Breast Cancer | |
| In-hospital mortality prediction of trauma patients using artificial intelligence:Nationwide analysis in South Korea | 2022 | Mortality prediction of trauma patients | |
| Patch-CNN based Deep Learning Model for Cryo-EM Image Quality Classification | 2022 | cryo-EM | |
| AI-Driven Respiratory Distress Syndrome Prediction for Newborn Infants Weighing Less Than 1500 g: Results from the Korean Multicenter Registry for preterm infants | 2022 | RDS | |
| BPD prediction | 2022 | BPD | |
| Artificial Intelligence to Predict COPD | 2023 | COPD | |
| Artificial Intelligence to Predict Delirium | 2023 | Delirium | |
| Development of artificial intelligence model for predicting emergency department mortality in trauma patients:A retrospective cohort study using nationwide dataset in South Korea | 2023 | Emergency department mortality prediction | |
| Predicting Suicidality in Adolescents | 2023 | Suicide | |
| Predicting T2DM Within 5 Years based on Regular Health Checkup Data | 2023 | T2DM | |
| Predicting Hypertension Within 5 Years based on Regular Health Checkup Data | Journal of Medical Internet Research | 2023 | Hypertension |
| Predicting Cirrhosis Within 5 Years based on Regular Health Checkup Data | 2023 | Cirrhosis | |
| Predicting Kidney Failure Within 5 Years based on Regular Health Checkup Data | 2023 | KidneyFailure | |
| HCC prediction | 2023 | HCC prediction | |
| Predicting Rheumatism Within 5 Years based on Regular Health Checkup Data | 2023 | Rheumatism | |
| Pre-hospital mortality prediction of trauma patients using artificial intelligence | 2024 | Mortality prediction of trauma patients | |