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Implementing Vertical Federated Learning Using Autoencoders: Practical Application, Generalizability, and Utility Study

JMIR medical informatics, 2021-06, Vol.9 (6), p.e26598-e26598

2021

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Effect of self-monitoring on long-term patient engagement with mobile health applications

PloS one, 2018-07, Vol.13 (7), p.e0201166-e0201166

2018

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Propensity score matching: a conceptual review for radiology researchers

Korean Journal of Radiology, 2015, 16(2), , pp.286-296

2015

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Weight Loss Trajectories and Related Factors in a 16-Week Mobile Obesity Intervention Program: Retrospective Observational Study

Journal of medical Internet research, 2022-04, Vol.24 (4), p.e29380-e29380

2022

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Development and Validation of Adaptable Skin Cancer Classification System Using Dynamically Expandable Representation

Healthcare informatics research, 2024-04, Vol.30 (2), p.140-146

2024

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Sharing genetic variants with the NGS pipeline is essential for effective genomic data sharing and reproducibility in health information exchange

Scientific reports, 2021-01, Vol.11 (1), p.2268-2268, Article 2268

2021

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Development of a deep learning model to distinguish the cause of optic disc atrophy using retinal fundus photography

Scientific reports, 2024-03, Vol.14 (1), p.5079-5079, Article 5079

2024

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Protocol for the development of joint attention-based subclassification of autism spectrum disorder and validation using multi-modal data

BMC psychiatry, 2023-08, Vol.23 (1), p.1-589, Article 589

2023

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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, 2023-08, Vol.25 (8), p.e47158-e47158

2023

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Periodontal disease and cancer risk: A nationwide population-based cohort study

Frontiers in oncology, 2022-08, Vol.12, p.901098-901098

2022

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GLRX3, a novel cancer stem cell-related secretory biomarker of pancreatic ductal adenocarcinoma

BMC cancer, 2021-11, Vol.21 (1), p.1241-1241, Article 1241

2021

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Implementation of an integrated home internet of things system for vulnerable older adults using a frailty-centered approach

Scientific reports, 2022-02, Vol.12 (1), p.1922-1922, Article 1922

2022

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Managing Patient-Generated Health Data Through Mobile Personal Health Records: Analysis of Usage Data

JMIR mHealth and uHealth, 2018-04, Vol.6 (4), p.e89-e89

2018

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Bleeding risk and mortality according to antithrombotic agents' exposure in cancer-related stroke patients: nationwide population-based cohort study in South Korea

BMC neurology, 2023-05, Vol.23 (1), p.187-9, Article 187

2023

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Correction: Bleeding risk and mortality according to antithrombotic agents' exposure in cancer-related stroke patients: nationwide population-based cohort study in South Korea

BMC neurology, 2023-05, Vol.23 (1), p.197-197, Article 197

2023

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Digital Device Exposure and Cognition Levels of Children in Low- and Middle-Income Countries: Cross-sectional Study in Cambodia

Journal of medical Internet research, 2022-08, Vol.24 (8), p.e31206-e31206

2022

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Correction: Digital Device Exposure and Cognition Levels of Children in Low- and Middle-Income Countries: Cross-sectional Study in Cambodia

Journal of medical Internet research, 2022-12, Vol.24 (12), p.e44106-e44106

2022

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Three-dimensional label-free morphology of CD8 + T cells as a sepsis biomarker

Light, science & applications, 2023-11, Vol.12 (1), p.265-12, Article 265

2023

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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, 2022-06, Vol.11 (6), p.e35960-e35960

2022

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Composite CDE: modeling composite relationships between common data elements for representing complex clinical data

BMC medical informatics and decision making, 2020-07, Vol.20 (1), p.147-147, Article 147

2020

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Investigation of the Relationship Between Psychiatry Visit and Suicide After Deliberate Self-harm: Longitudinal National Cohort Study

JMIR public health and surveillance, 2023-04, Vol.9, p.e41261-e41261

2023

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Genomic Common Data Model for Seamless Interoperation of Biomedical Data in Clinical Practice: Retrospective Study

Journal of medical Internet research, 2019-03, Vol.21 (3), p.e13249-e13249

2019

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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, 2023-01, Vol.23 (1), p.3-3, Article 3

2023

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Corrigendum to: 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, 2024-04, Vol.30 (2), p.168-168

2024

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A method to decipher pleiotropy by detecting underlying heterogeneity driven by hidden subgroups applied to autoimmune and neuropsychiatric diseases

Nature genetics, 2016-07, Vol.48 (7), p.803-810

2016

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Implementing Vertical Federated Learning Using Autoencoders: Practical Application, Generalizability, and Utility Study

Effect of self-monitoring on long-term patient engagement with mobile health applications

Propensity score matching: a conceptual review for radiology researchers

Weight Loss Trajectories and Related Factors in a 16-Week Mobile Obesity Intervention Program: Retrospective Observational Study

Development and Validation of Adaptable Skin Cancer Classification System Using Dynamically Expandable Representation

Sharing genetic variants with the NGS pipeline is essential for effective genomic data sharing and reproducibility in health information exchange

Development of a deep learning model to distinguish the cause of optic disc atrophy using retinal fundus photography

Protocol for the development of joint attention-based subclassification of autism spectrum disorder and validation using multi-modal data

The Impact of a Mobile Support Group on Distress and Physical Activity in Breast Cancer Survivors: Randomized, Parallel-Group, Open-Label, Controlled Trial

Periodontal disease and cancer risk: A nationwide population-based cohort study

GLRX3, a novel cancer stem cell-related secretory biomarker of pancreatic ductal adenocarcinoma

Implementation of an integrated home internet of things system for vulnerable older adults using a frailty-centered approach

Managing Patient-Generated Health Data Through Mobile Personal Health Records: Analysis of Usage Data

Bleeding risk and mortality according to antithrombotic agents' exposure in cancer-related stroke patients: nationwide population-based cohort study in South Korea

Correction: Bleeding risk and mortality according to antithrombotic agents' exposure in cancer-related stroke patients: nationwide population-based cohort study in South Korea

Digital Device Exposure and Cognition Levels of Children in Low- and Middle-Income Countries: Cross-sectional Study in Cambodia

Correction: Digital Device Exposure and Cognition Levels of Children in Low- and Middle-Income Countries: Cross-sectional Study in Cambodia

Three-dimensional label-free morphology of CD8 + T cells as a sepsis biomarker

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

Composite CDE: modeling composite relationships between common data elements for representing complex clinical data

Investigation of the Relationship Between Psychiatry Visit and Suicide After Deliberate Self-harm: Longitudinal National Cohort Study

Genomic Common Data Model for Seamless Interoperation of Biomedical Data in Clinical Practice: Retrospective Study

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

Corrigendum to: 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

A method to decipher pleiotropy by detecting underlying heterogeneity driven by hidden subgroups applied to autoimmune and neuropsychiatric diseases

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