Jong-Yeup Kim

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Adverse Drug Reactions

Machine Learning

Top Venues

Int. J. Medical Informatics

Publications

Gyun-Ho Roh, Seunghee Lee, Jong-Yeup Kim, Suehyun Lee
SNSMiner_VAC: Analyzing vaccination based on social network service data for safety surveillance. Expert Syst. Appl. 255 (2024)
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records. CoRR (2023)
Seunghee Lee, Seonyoung Kim, Jieun Lee, Jong-Yeup Kim, Mi-Hwa Song, Suehyun Lee
Explainable Artificial Intelligence for Patient Safety: A Review of Application in Pharmacovigilance. IEEE Access 11 (2023)
Junseong Bang, Jong-Yeup Kim
Metaverse Ethics for Healthcare Using AI Technology: Challenges and Risks. HCI (25) (2023)
Hyeonji Hwang, Seongjun Yang, Daeyoung Kim, Radhika Dua, Jong-Yeup Kim, Eunho Yang, Edward Choi
Towards the Practical Utility of Federated Learning in the Medical Domain. CHIL (2023)
Jong-Yeup Kim, Gayrat Tangriberganov, Woochul Jung, Dae Sung Kim, Hoon Sup Koo, Suehyun Lee, Sun Moon Kim
An Effective Representation Learning Approach: The Integrated Self-Supervised Pre-Training Models of StyleGAN2-ADA and DINO for Colon Polyp Images. IEEE Access 11 (2023)
Seunghee Lee, Gyun-Ho Roh, Jong-Yeup Kim, Young Ho Lee, Hyekyung Woo, Suehyun Lee
Effective data quality management for electronic medical record data using SMART DATA. Int. J. Medical Informatics 180 (2023)
Seongjun Yang, Hyeonji Hwang, Daeyoung Kim, Radhika Dua, Jong-Yeup Kim, Eunho Yang, Edward Choi
Towards the Practical Utility of Federated Learning in the Medical Domain. CoRR (2022)
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records. NeurIPS (2022)
Seongbin Lee, Seunghee Lee, Duhyeuk Chang, Mi-Hwa Song, Jong-Yeup Kim, Suehyun Lee
Explainable Machine Learning Based a Packed Red Blood Cell Transfusion Prediction and Evaluation for Major Internal Medical Condition. J. Inf. Process. Syst. 18 (3) (2022)
Hyunah Shin, Jaehun Cha, Youngho Lee, Jong-Yeup Kim, Suehyun Lee
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. 27 (3) (2021)
Hyunah Shin, Nanyeong Kim, Jaehun Cha, Grace Juyun Kim, Ju Han Kim, Jong-Yeup Kim, Suehyun Lee
Geriatrics on beers criteria medications at risk of adverse drug events using real-world data. Int. J. Medical Informatics 154 (2021)