| 2025 | Association Between Plasma Granzyme B Levels, Organ Failure, and 28-Day Mortality Prediction in Patients with Sepsis
| JOURNAL OF CLINICAL MEDICINE |
| 2024 | PPFL: A personalized progressive federated learning method for leveraging different healthcare institution-specific features
| ISCIENCE |
| 2024 | Clinical implication of electrocardiogram change in patients experiencing lung transplantation with end stage lung disease
| FRONTIERS IN PHYSIOLOGY |
| 2024 | Impact of Immunosuppressants and Vaccination on COVID-19 Outcomes in Autoimmune Patients and Solid Organ Transplant Recipients: A Nationwide Propensity Score-Matched Study
| VACCINES |
| 2024 | Development of a Simple Scoring System for Predicting Discharge Safety from the Medical ICU to Low-Acuity Wards: The Role of the Sequential Organ Failure Assessment Score, Albumin, and Red Blood Cell Distribution Width
| JOURNAL OF PERSONALIZED MEDICINE |
| 2023 | Three-dimensional label-free morphology of CD8 + T cells as a sepsis biomarker
| LIGHT-SCIENCE & APPLICATIONS |
| 2023 | Prognostic value of baseline and early treatment response of neutrophil-lymphocyte ratio, C-reactive protein, and lactate dehydrogenase in non-small cell lung cancer patients undergoing immunotherapy
| TRANSLATIONAL LUNG CANCER RESEARCH |
| 2023 | Development and validation of an artificial intelligence model for the early classification of the aetiology of meningitis and encephalitis: a retrospective observational study
| ECLINICALMEDICINE |
| 2023 | Aspergillus Galactomannan Titer as a Diagnostic Marker of Invasive Pulmonary Aspergillosis in Lung Transplant Recipients: A Single-Center Retrospective Cohort Study
| JOURNAL OF FUNGI |
| 2022 | Analyzing adverse drug reaction using statistical and machine learning methods: A systematic review
| MEDICINE |
| 2021 | Local Differential Privacy in the Medical Domain to Protect Sensitive Information: Algorithm Development and Real-World Validation
| JMIR MEDICAL INFORMATICS |
| 2021 | Event Prediction Model Considering Time and Input Error Using Electronic Medical Records in the Intensive Care Unit: Retrospective Study
| JMIR MEDICAL INFORMATICS |
| 2021 | Implementing Vertical Federated Learning Using Autoencoders: Practical Application, Generalizability, and Utility Study
| JMIR MEDICAL INFORMATICS |
| 2021 | Evaluation of the Privacy Risks of Personal Health Identifiers and Quasi-Identifiers in a Distributed Research Network: Development and Validation Study
| JMIR MEDICAL INFORMATICS |
| 2021 | Weight-Based Framework for Predictive Modeling of Multiple Databases With Noniterative Communication Without Data Sharing: Privacy-Protecting Analytic Method for Multi-Institutional Studies
| JMIR MEDICAL INFORMATICS |
| 2020 | A Patient Self-Checkup App for COVID-19: Development and Usage Pattern Analysis
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2020 | Developing a Mobile App for Monitoring Medical Record Changes Using Blockchain: Development and Usability Study
| JOURNAL OF MEDICAL INTERNET RESEARCH |
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