2024 | A digital phenotyping dataset for impending panic symptoms: a prospective longitudinal study
| SCIENTIFIC DATA |
2024 | PPFL: A personalized progressive federated learning method for leveraging different healthcare institution-specific features
| ISCIENCE |
2024 | Mobile App–Assisted Parent Training Intervention for Behavioral Problems in Children With Autism Spectrum Disorder: Pilot Randomized Controlled Trial
| JMIR HUMAN FACTORS |
2024 | Evaluation of conventional and quantum computing for predicting mortality based on small early-onset colorectal cancer data | Applied Soft Computing |
2024 | Time Series AI Model for Acute Kidney Injury Detection Based on a Multicenter Distributed Research Network: Development and Verification Study
| JMIR MEDICAL INFORMATICS |
2024 | Develop Method to Efficiently Apply Image-Based Facial Emotion Classification Models to Video Data | Wireless Mobile Communication and Healthcare |
2024 | A Study on the Screening of Children at Risk for Developmental Disabilities Using Facial Landmarks Derived From a Mobile-Based Application
| PSYCHIATRY INVESTIGATION |
2024 | Development and Validation of Adaptable Skin Cancer Classification System Using Dynamically Expandable Representation
| HEALTHCARE INFORMATICS RESEARCH |
2024 | Screening of Moyamoya Disease from Retinal Photographs: Development and Validation of Deep Learning Algorithms
| STROKE |
2024 | Development of a deep learning model to distinguish the cause of optic disc atrophy using retinal fundus photography
| SCIENTIFIC REPORTS |
2024 | Comprehensive Assessment and Early Prediction of Gross Motor Performance in Toddlers With Graph Convolutional Networks-Based Deep Learning: Development and Validation Study
| JMIR FORMATIVE RESEARCH |
2023 | Characteristics and risk factors of suicide among people who attempted self-harm in South Korea: A longitudinal National Cohort Study in South Korea
| PSYCHIATRY RESEARCH |
2023 | Development of Deep Ensembles to Screen for Autism and Symptom Severity Using Retinal Photographs
| JAMA NETWORK OPEN |
2023 | Three-dimensional label-free morphology of CD8 + T cells as a sepsis biomarker
| LIGHT-SCIENCE & APPLICATIONS |
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 |
2023 | Protocol for the development of joint attention-based subclassification of autism spectrum disorder and validation using multi-modal data
| BMC PSYCHIATRY |
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 |
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 | 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 |
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 Validation of a Joint Attention-Based Deep Learning System for Detection and Symptom Severity Assessment of Autism Spectrum Disorder
| JAMA NETWORK OPEN |
2023 | Bleeding risk and mortality according to antithrombotic agents' exposure in cancer-related stroke patients: nationwide population-based cohort study in South Korea
| BMC NEUROLOGY |
2023 | Investigation of the Relationship Between Psychiatry Visit and Suicide After Deliberate Self-harm: Longitudinal National Cohort Study
| JMIR PUBLIC HEALTH AND SURVEILLANCE |
2023 | Comorbidity Differences by Trajectory Groups as a Reference for Identifying Patients at Risk for Late Mortality in Childhood Cancer Survivors: Longitudinal National Cohort Study
| JMIR PUBLIC HEALTH AND SURVEILLANCE |
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 |
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 |
2023 | VdistCox: Vertically distributed Cox proportional hazards model with hyperparameter optimization
| Pacific Symposium on Biocomputing |
2023 | Multiview child motor development dataset for AI-driven assessment of child development
| GigaScience |
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 |
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 |
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 |
2022 | Periodontal disease and cancer risk: A nationwide population-based cohort study
| FRONTIERS IN ONCOLOGY |
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 |
2022 | Analyzing adverse drug reaction using statistical and machine learning methods: A systematic review
| MEDICINE |
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 |
2022 | Weight Loss Trajectories and Related Factors in a 16-Week Mobile Obesity Intervention Program: Retrospective Observational Study
| JOURNAL OF MEDICAL INTERNET RESEARCH |
2022 | Implementation of an integrated home internet of things system for vulnerable older adults using a frailty-centered approach
| SCIENTIFIC REPORTS |
2022 | Using deep learning with attention mechanism for identification of novel temporal data patterns for prediction of ICU mortality | Informatics in Medicine Unlocked |
2021 | Local Differential Privacy in the Medical Domain to Protect Sensitive Information: Algorithm Development and Real-World Validation
| JMIR MEDICAL INFORMATICS |
2021 | GLRX3, a novel cancer stem cell-related secretory biomarker of pancreatic ductal adenocarcinoma
| BMC CANCER |
2021 | The Aging Study of Pyeongchang Rural Area (ASPRA): Findings and Perspectives for Human Aging, Frailty, and Disability
| ANNALS OF GERIATRIC MEDICINE AND RESEARCH |
2021 | A Prediction Model for Detecting Developmental Disabilities in Preschool-Age Children Through Digital Biomarker-Driven Deep Learning in Serious Games: Development Study
| JMIR SERIOUS GAMES |
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 | Comparative Analysis of Single and Combined Antipyretics Using Patient-Generated Health Data: Retrospective Observational Study
| JMIR MHEALTH AND UHEALTH |
2021 | Review of National-Level Personal Health Records in Advanced Countries
| HEALTHCARE INFORMATICS 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 |
2021 | Interpretable Conditional Recurrent Neural Network for Weight Change Prediction: Algorithm Development and Validation Study
| JMIR MHEALTH AND UHEALTH |
2021 | Sharing genetic variants with the NGS pipeline is essential for effective genomic data sharing and reproducibility in health information exchange
| SCIENTIFIC REPORTS |
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 |