Jong-Yeup Kim

14 papers A* 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Predicting the physiological effects of multiple drugs using electronic health record.
Comput. Biol. Medicine
Junhyeok Jeon, Eujin Hong, Jong-Yeup Kim, Suehyun Lee, Hyun Uk Kim
2024 J jnl
Early Prediction of Sepsis in the Intensive Care Unit Using the GRU-D-MGP-TCN Model.
IEEE Access
Seunghee Lee, Geonchul Shin, Jeongseok Hwang, Yunjeong Hwang, Hyunwoo Jang, Ju Han Park, Sunmi Han, Kyeongmin Ryu, Jong-Yeup Kim
2024 J jnl
SNSMiner_VAC: Analyzing vaccination based on social network service data for safety surveillance.
Expert Syst. Appl.
Gyun-Ho Roh, Seunghee Lee, Jong-Yeup Kim, Suehyun Lee
2023 J jnl
An Effective Representation Learning Approach: The Integrated Self-Supervised Pre-Training Models of StyleGAN2-ADA and DINO for Colon Polyp Images.
IEEE Access
Jong-Yeup Kim, Gayrat Tangriberganov, Woochul Jung, Dae Sung Kim, Hoon Sup Koo, Suehyun Lee, Sun Moon Kim
2023 J jnl
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records.
CoRR
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
2023 J jnl
Effective data quality management for electronic medical record data using SMART DATA.
Int. J. Medical Informatics
Seunghee Lee, Gyun-Ho Roh, Jong-Yeup Kim, Young Ho Lee, Hyekyung Woo, Suehyun Lee
2023 J jnl
Explainable Artificial Intelligence for Patient Safety: A Review of Application in Pharmacovigilance.
IEEE Access
Seunghee Lee, Seonyoung Kim, Jieun Lee, Jong-Yeup Kim, Mi-Hwa Song, Suehyun Lee
2023 — conf
Metaverse Ethics for Healthcare Using AI Technology: Challenges and Risks.
HCI (25)
Junseong Bang, Jong-Yeup Kim
2023 — conf
Towards the Practical Utility of Federated Learning in the Medical Domain.
CHIL
Hyeonji Hwang, Seongjun Yang, Daeyoung Kim, Radhika Dua, Jong-Yeup Kim, Eunho Yang, Edward Choi
2022 A* conf
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records.
NeurIPS
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
2022 J jnl
Explainable Machine Learning Based a Packed Red Blood Cell Transfusion Prediction and Evaluation for Major Internal Medical Condition.
J. Inf. Process. Syst.
Seongbin Lee, Seunghee Lee, Duhyeuk Chang, Mi Hwa Song, Jong-Yeup Kim, Suehyun Lee
2022 J jnl
Towards the Practical Utility of Federated Learning in the Medical Domain.
CoRR
Seongjun Yang, Hyeonji Hwang, Daeyoung Kim, Radhika Dua, Jong-Yeup Kim, Eunho Yang, Edward Choi
2021 J jnl
Geriatrics on beers criteria medications at risk of adverse drug events using real-world data.
Int. J. Medical Informatics
Hyunah Shin, Nanyeong Kim, Jaehun Cha, Grace Juyun Kim, Ju Han Kim, Jong-Yeup Kim, Suehyun Lee
2021 J jnl
Real-world data-based adverse drug reactions detection from the Korea Adverse Event Reporting System databases with electronic health records-based detection algorithm.
Health Informatics J.
Hyunah Shin, Jaehun Cha, Youngho Lee, Jong-Yeup Kim, Suehyun Lee