| 2022 | Design and Methods of a Prospective Smartphone App-Based Study for Digital Phenotyping of Mood and Anxiety Symptoms Mixed With Centralized and Decentralized Research Form: The Search Your Mind (S.Y.M., ) Project
| PSYCHIATRY INVESTIGATION |
| 2020 | Developing a Mobile App for Monitoring Medical Record Changes Using Blockchain: Development and Usability Study
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2020 | Developing a Mobile App for Patients to Monitor Medical Record Changes Using Blockchain | Studies in Health Technology and Informatics |
| 2022 | Development and Application of a Metaverse-Based Social Skills Training Program for Children With Autism Spectrum Disorder to Improve Social Interaction: Protocol for a Randomized Controlled Trial
| JMIR RESEARCH PROTOCOLS |
| 2023 | Development and Validation of a Joint Attention-Based Deep Learning System for Detection and Symptom Severity Assessment of Autism Spectrum Disorder
| JAMA NETWORK OPEN |
| 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 | Development and Verification of Time-Series Deep Learning for Drug-Induced Liver Injury Detection in Patients Taking Angiotensin II Receptor Blockers: A Multicenter Distributed Research Network Approach
| HEALTHCARE INFORMATICS RESEARCH |
| 2024 | Development of a deep learning model to distinguish the cause of optic disc atrophy using retinal fundus photography
| SCIENTIFIC REPORTS |
| 2020 | Development of a Real-Time Risk Prediction Model for In-Hospital Cardiac Arrest in Critically Ill Patients Using Deep Learning: Retrospective Study
| JMIR MEDICAL INFORMATICS |
| 2023 | Development of Deep Ensembles to Screen for Autism and Symptom Severity Using Retinal Photographs
| JAMA NETWORK OPEN |
| 2022 | Digital Device Exposure and Cognition Levels of Children in Low- and Middle-Income Countries: Cross-sectional Study in Cambodia
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2020 | Discrepancies in Demand of Internet of Things Services Among Older People and People With Disabilities, Their Caregivers, and Health Care Providers: Face-to-Face Survey Study
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2018 | Effect of self-monitoring on long-term patient engagement with mobile health applications
| PLOS ONE |
| 2020 | Evaluating waiting time with real-world health information in a high-volume cancer center
| MEDICINE |
| 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 |
| 2019 | Event-free survival following early endometrial events in breast cancer patients treated with anti-hormonal therapy: A nationwide claims data study
| MEDICINE |
| 2020 | Exercise Promotion and Distress Reduction Using a Mobile App-Based Community in Breast Cancer Survivors
| FRONTIERS IN ONCOLOGY |
| 2020 | Expedited Safety Reporting Through an Alert System for Clinical Trial Management at an Academic Medical Center: Retrospective Design Study
| JMIR MEDICAL INFORMATICS |
| 2020 | Feasibility of Asynchronous and Automated Telemedicine in Otolaryngology: Prospective Cross-Sectional Study
| JMIR MEDICAL INFORMATICS |
| 2020 | Gene regulatory network analysis with drug sensitivity reveals synergistic effects of combinatory chemotherapy in gastric cancer
| SCIENTIFIC REPORTS |
| 2019 | Genomic Common Data Model for Seamless Interoperation of Biomedical Data in Clinical Practice: Retrospective Study
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2021 | GLRX3, a novel cancer stem cell-related secretory biomarker of pancreatic ductal adenocarcinoma
| BMC CANCER |
| 2018 | Impact of a Wearable Device-Based Walking Programs in Rural Older Adults on Physical Activity and Health Outcomes: Cohort Study
| JMIR MHEALTH AND UHEALTH |
| 2022 | Implementation of an integrated home internet of things system for vulnerable older adults using a frailty-centered approach
| SCIENTIFIC REPORTS |
| 2021 | Implementing Vertical Federated Learning Using Autoencoders: Practical Application, Generalizability, and Utility Study
| JMIR MEDICAL INFORMATICS |
| 2023 | Increased risk of incident diabetes after therapy with immune checkpoint inhibitor compared with conventional chemotherapy: A longitudinal trajectory analysis using a tertiary care hospital database | METABOLISM-CLINICAL AND EXPERIMENTAL |
| 2021 | Interpretable Conditional Recurrent Neural Network for Weight Change Prediction: Algorithm Development and Validation Study
| JMIR MHEALTH AND UHEALTH |
| 2023 | Investigation of the Relationship Between Psychiatry Visit and Suicide After Deliberate Self-harm: Longitudinal National Cohort Study
| JMIR PUBLIC HEALTH AND SURVEILLANCE |
| 2023 | Investigation of the Trajectory of Muscle and Body Mass as a Prognostic Factor in Patients With Colorectal Cancer: Longitudinal Cohort Study
| JMIR PUBLIC HEALTH AND SURVEILLANCE |
| 2019 | Is Blockchain Technology Suitable for Managing Personal Health Records? Mixed-Methods Study to Test Feasibility | JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2021 | Lifelog Data-Based Prediction Model of Digital Health Care App Customer Churn: Retrospective Observational Study
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2021 | Local Differential Privacy in the Medical Domain to Protect Sensitive Information: Algorithm Development and Real-World Validation
| JMIR MEDICAL INFORMATICS |
| 2020 | Longitudinal trajectory of disability in community-dwelling older adults: An observational cohort study in South Korea
| BMC GERIATRICS |
| 2019 | Medical resource utilization patterns and mortality rates according to age among critically ill patients admitted to a medical intensive care unit
| Medicine |
| 2023 | Metaverse-based social skills training programme for children with autism spectrum disorder to improve social interaction ability: an open-label, single-centre, randomised controlled pilot trial
| ECLINICALMEDICINE |
| 2019 | Modification of the prolonged mechanical ventilation prognostic model score to predict short-term and 1-year mortalities | RESPIROLOGY |
| 2023 | Multiview child motor development dataset for AI-driven assessment of child development
| GigaScience |
| 2022 | Periodontal disease and cancer risk: A nationwide population-based cohort study
| FRONTIERS IN ONCOLOGY |
| 2020 | Personal Health Information Inference Using Machine Learning on RNA Expression Data from Patients With Cancer: Algorithm Validation Study
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2019 | Postvaccination Fever Response Rates in Children Derived Using the Fever Coach Mobile App: A Retrospective Observational Study
| JMIR MHEALTH AND UHEALTH |
| 2020 | Pre-screening of patient-reported symptoms using the Edmonton Symptom Assessment System in outpatient palliative cancer care | EUROPEAN JOURNAL OF CANCER CARE |
| 2019 | Prescription Refill Gap of Endocrine Treatment from Electronic Medical Records as a Prognostic Factor in Breast Cancer Patients
| JOURNAL OF BREAST CANCER |
| 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 | Protocol for the development of joint attention-based subclassification of autism spectrum disorder and validation using multi-modal data
| BMC PSYCHIATRY |
| 2021 | Review of National-Level Personal Health Records in Advanced Countries
| HEALTHCARE INFORMATICS RESEARCH |
| 2021 | Role of Preoperative Chemoradiotherapy in Clinical Stage II/III Rectal Cancer Patients Undergoing Total Mesorectal Excision: A Retrospective Propensity Score Analysis
| FRONTIERS IN ONCOLOGY |
| 2021 | Sharing genetic variants with the NGS pipeline is essential for effective genomic data sharing and reproducibility in health information exchange
| SCIENTIFIC REPORTS |
| 2023 | Stratifying non-small cell lung cancer patients using an inverse of the treatment decision rules: validation using electronic health records with application to an administrative database
| BMC MEDICAL INFORMATICS AND DECISION MAKING |
| 2019 | Survival benefit of first-generation epidermal growth factor receptor-tyrosine kinase inhibitors in female with advanced lung cancer | Tumori |
| 2021 | The Aging Study of Pyeongchang Rural Area (ASPRA): Findings and Perspectives for Human Aging, Frailty, and Disability
| ANNALS OF GERIATRIC MEDICINE AND RESEARCH |
| 2023 | The Impact of a Mobile Support Group on Distress and Physical Activity in Breast Cancer Survivors: Randomized, Parallel-Group, Open-Label, Controlled Trial
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2020 | The Use of Mobile Personal Health Records for Hemoglobin A1c Regulation in Patients With Diabetes: Retrospective Observational Study
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2023 | Three-dimensional label-free morphology of CD8 + T cells as a sepsis biomarker
| LIGHT-SCIENCE & APPLICATIONS |
| 2022 | Using deep learning with attention mechanism for identification of novel temporal data patterns for prediction of ICU mortality | Informatics in Medicine Unlocked |
| 2023 | VdistCox: Vertically distributed Cox proportional hazards model with hyperparameter optimization
| Pacific Symposium on Biocomputing |
| 2022 | Weight Loss Trajectories and Related Factors in a 16-Week Mobile Obesity Intervention Program: Retrospective Observational Study
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 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 |
| 2019 | Why Do Data Users Say Health Care Data Are Difficult to Use? A Cross-Sectional Survey Study
| JOURNAL OF MEDICAL INTERNET RESEARCH |
| 2023 | WICOX: Weight-Based Integrated Cox Model for Time-to-Event Data in Distributed Databases Without Data-Sharing | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS |
