Interpretable Conditional Recurrent Neural Network for Weight Change Prediction: Algorithm Development and Validation Study

by Kim, Ho Heon, Kim, Youngin, Park, Yu Rang
Published 2021-03-01

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

by Cha, Dongchul, Sung, MinDong, Park, Yu-Rang
Published 2021-06-01

A Prediction Model for Detecting Developmental Disabilities in Preschool-Age Children Through Digital Biomarker-Driven Deep Learning in Serious Games: Development Study

by Kim, Ho Heon, An, Jae Il, Park, Yu Rang
Published 2021-06-01

Personal Health Information Inference Using Machine Learning on RNA Expression Data from Patients With Cancer: Algorithm Validation Study

by Kweon, Solbi, Lee, Jeong Hoon, Lee, Younghee, Park, Yu Rang
Published 2020-08-01

Weight-Based Framework for Predictive Modeling of Multiple Databases With Noniterative Communication Without Data Sharing: Privacy-Protecting Analytic Method for Multi-Institutiona...

by Park, Ji Ae, Sung, Min Dong, Kim, Ho Heon, Park, Yu Rang
Published 2021-04-01

Lifelog Data-Based Prediction Model of Digital Health Care App Customer Churn: Retrospective Observational Study

by Kwon, Hongwook, Kim, Ho Heon, An, Jaeil, Lee, Jae-Ho, Park, Yu Rang
Published 2021-01-01

Evaluation of the Privacy Risks of Personal Health Identifiers and Quasi-Identifiers in a Distributed Research Network: Development and Validation Study

by Oh, SeHee, Sung, MinDong, Rhee, Yumie, Hong, Namki, Park, Yu Rang
Published 2021-05-01

GOChase-II: correcting semantic inconsistencies from Gene Ontology-based annotations for gene products

by Yoon Young Jo, Lee Hye Won, Kim Jihun, Park Yu Rang, Kim Ju Han
Published 2011-02-01

Correction: A Cardiopulmonary Monitoring System for Patient Transport Within Hospitals Using Mobile Internet of Things Technology: Observational Validation Study

by Lee, Jang Ho, Park, Yu Rang, Kweon, Solbi, Kim, Seulgi, Ji, Wonjun, Choi, Chang-Min
Published 2018-12-01

A Cardiopulmonary Monitoring System for Patient Transport Within Hospitals Using Mobile Internet of Things Technology: Observational Validation Study

by Lee, Jang Ho, Park, Yu Rang, Kweon, Solbi, Kim, Seulgi, Ji, Wonjun, Choi, Chang-Min
Published 2018-11-01

Developing a Mobile App for Monitoring Medical Record Changes Using Blockchain: Development and Usability Study

by Sung, MinDong, Park, SungJun, Jung, Sungjae, Lee, Eunsol, Lee, Jaehoon, Park, Yu Rang
Published 2020-08-01

The Use of Mobile Personal Health Records for Hemoglobin A1c Regulation in Patients With Diabetes: Retrospective Observational Study

by Seo, Dongjin, Park, Yu Rang, Lee, Yura, Kim, Ji Young, Park, Joong-Yeol, Lee, Jae-Ho
Published 2020-06-01

A Serious Game–Derived Index for Detecting Children With Heterogeneous Developmental Disabilities: Randomized Controlled Trial

by Bang, Changbae, Nam, Yelin, Ko, Eun Jae, Lee, Wooseong, Kim, Byungjae, Choi, Yejin, Park, Yu Rang
Published 2019-10-01

Usage Pattern Differences and Similarities of Mobile Electronic Medical Records Among Health Care Providers

by Lee, Yura, Park, Yu Rang, Kim, Junetae, Kim, Jeong Hoon, Kim, Woo Sung, Lee, Jae-Ho
Published 2017-12-01

Development of a Real-Time Risk Prediction Model for In-Hospital Cardiac Arrest in Critically Ill Patients Using Deep Learning: Retrospective Study

by Kim, Junetae, Park, Yu Rang, Lee, Jeong Hoon, Lee, Jae-Ho, Kim, Young-Hak, Huh, Jin Won
Published 2020-03-01

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

by Lee, Heayon, Park, Yu Rang, Kim, Hae-Reong, Kang, Na Young, Oh, Gahee, Jang, Il-Young, Lee, Eunju
Published 2020-04-01

COVID-19 Outcome Prediction and Monitoring Solution for Military Hospitals in South Korea: Development and Evaluation of an Application

by Heo, JoonNyung, Park, Ji Ae, Han, Deokjae, Kim, Hyung-Jun, Ahn, Daeun, Ha, Beomman, Seog, Woong, Park, Yu Rang
Published 2020-11-01

Correction: Postvaccination Fever Response Rates in Children Derived Using the Fever Coach Mobile App: A Retrospective Observational Study

by Ahn, Sang Hyun, Zhiang, Jooho, Kim, Hyery, Chang, Seyun, Shin, Jaewon, Kim, Myeongchan, Lee, Yura, Lee, Jae-Ho, Park, Yu Rang
Published 2020-05-01

Postvaccination Fever Response Rates in Children Derived Using the Fever Coach Mobile App: A Retrospective Observational Study

by Ahn, Sang Hyun, Zhiang, Jooho, Kim, Hyery, Chang, Seyun, Shin, Jaewon, Kim, Myeongchan, Lee, Yura, Lee, Jae-Ho, Park, Yu Rang
Published 2019-04-01

Comparative Analysis of Single and Combined Antipyretics Using Patient-Generated Health Data: Retrospective Observational Study

by Park, Yu Rang, Kim, Hyery, Park, Ji Ae, Ahn, Sang Hyun, Chang, Seyun, Shin, Jae Won, Kim, Myeongchan, Lee, Jae-Ho
Published 2021-05-01