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

por Cha, Dongchul, Sung, MinDong, Park, Yu-Rang
Publicado 2021

Local Differential Privacy in the Medical Domain to Protect Sensitive Information: Algorithm Development and Real-World Validation

por Sung, MinDong, Cha, Dongchul, Park, Yu Rang
Publicado 2021

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

por Park, Ji Ae, Sung, Min Dong, Kim, Ho Heon, Park, Yu Rang
Publicado 2021

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

por Oh, SeHee, Sung, MinDong, Rhee, Yumie, Hong, Namki, Park, Yu Rang
Publicado 2021

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

por Sung, MinDong, Park, SungJun, Jung, Sungjae, Lee, Eunsol, Lee, Jaehoon, Park, Yu Rang
Publicado 2020

Analyzing adverse drug reaction using statistical and machine learning methods: A systematic review

por Kim, Hae Reong, Sung, MinDong, Park, Ji Ae, Jeong, Kyeongseob, Kim, Ho Heon, Lee, Suehyun, Park, Yu Rang
Publicado 2022

Event Prediction Model Considering Time and Input Error Using Electronic Medical Records in the Intensive Care Unit: Retrospective Study

por Sung, MinDong, Hahn, Sangchul, Han, Chang Hoon, Lee, Jung Mo, Lee, Jayoung, Yoo, Jinkyu, Heo, Jay, Kim, Young Sam, Chung, Kyung Soo
Publicado 2021

Development and validation of an artificial intelligence model for the early classification of the aetiology of meningitis and encephalitis: a retrospective observational study

por Choi, Bo Kyu, Choi, Young Jo, Sung, MinDong, Ha, WooSeok, Chu, Min Kyung, Kim, Won-Joo, Heo, Kyoung, Kim, Kyung Min, Park, Yu Rang
Publicado 2023

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

por Sung, MinDong, Kim, Jong Hyun, Min, Hyun-Seok, Jang, Sooyoung, Hong, JaeSeong, Choi, Bo Kyu, Shin, JuHye, Chung, Kyung Soo, Park, Yu Rang
Publicado 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 under...

por Sung, MinDong, Jang, Won Seok, Kim, Hae Reong, Park, Ji Ae, Lim, Sun Min, Kim, Hye Ryun, Cho, Byoung Chul, Park, Yu Rang, Hong, Min Hee
Publicado 2023

A Patient Self-Checkup App for COVID-19: Development and Usage Pattern Analysis

por Heo, JoonNyung, Sung, MinDong, Yoon, Sangchul, Jang, Jinkyu, Lee, Wonwoo, Han, Deokjae, Kim, Hyung-Jun, Kim, Han-Kyeol, Han, Ji Hyuk, Seog, Woong, Ha, Beomman, Park, Yu Rang
Publicado 2020

Aspergillus Galactomannan Titer as a Diagnostic Marker of Invasive Pulmonary Aspergillosis in Lung Transplant Recipients: A Single-Center Retrospective Cohort Study

por Kim, Eun-Young, Yong, Seung-Hyun, Sung, Min-Dong, Woo, A-La, Park, Young-Mok, Kim, Ha-Eun, Jung, Su-Jin, Kim, Song-Yee, Lee, Jin-Gu, Kim, Young-Sam, Paik, Hyo-Chae, Park, Moo-Suk
Publicado 2023