Real-world data-based adverse drug reactions detection from the Korea Adverse Event Reporting System databases with electronic health records-based detection algorithm. - Hyunah Shin; Jaehun Cha; Youngho Lee; Jong-Yeup Kim; Suehyun Lee (Health Informatics J., 2021)

Geriatrics on beers criteria medications at risk of adverse drug events using real-world data. - Hyunah Shin; Nanyeong Kim; Jaehun Cha; Grace Juyun Kim; Ju Han Kim; Jong-Yeup Kim; Suehyun Lee (Int. J. Medical Informatics, 2021)

EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records. - Gyubok Lee; Hyeonji Hwang; Seongsu Bae; Yeonsu Kwon; Woncheol Shin; Seongjun Yang; Minjoon Seo; Jong-Yeup Kim; Edward Choi (NeurIPS, 2022)

Explainable Machine Learning Based a Packed Red Blood Cell Transfusion Prediction and Evaluation for Major Internal Medical Condition. - Seongbin Lee; Seunghee Lee; Duhyeuk Chang; Mi Hwa Song; Jong-Yeup Kim; Suehyun Lee (J. Inf. Process. Syst., 2022)

Towards the Practical Utility of Federated Learning in the Medical Domain. - Hyeonji Hwang; Seongjun Yang; Daeyoung Kim; Radhika Dua; Jong-Yeup Kim; Eunho Yang; Edward Choi (CHIL, 2023)

Metaverse Ethics for Healthcare Using AI Technology: Challenges and Risks. - Junseong Bang; Jong-Yeup Kim (HCI (25), 2023)

An Effective Representation Learning Approach: The Integrated Self-Supervised Pre-Training Models of StyleGAN2-ADA and DINO for Colon Polyp Images. - Jong-Yeup Kim; Gayrat Tangriberganov; Woochul Jung; Dae Sung Kim; Hoon Sup Koo; Suehyun Lee; Sun Moon Kim (IEEE Access, 2023)

Explainable Artificial Intelligence for Patient Safety: A Review of Application in Pharmacovigilance. - Seunghee Lee; Seonyoung Kim; Jieun Lee; Jong-Yeup Kim; Mi-Hwa Song; Suehyun Lee (IEEE Access, 2023)

Effective data quality management for electronic medical record data using SMART DATA. - Seunghee Lee; Gyun-Ho Roh; Jong-Yeup Kim; Young Ho Lee; Hyekyung Woo; Suehyun Lee (Int. J. Medical Informatics, 2023)

Early Prediction of Sepsis in the Intensive Care Unit Using the GRU-D-MGP-TCN Model. - Seunghee Lee; Geonchul Shin; Jeongseok Hwang; Yunjeong Hwang; Hyunwoo Jang; Ju Han Park; Sunmi Han; Kyeongmin Ryu; Jong-Yeup Kim (IEEE Access, 2024)

SNSMiner_VAC: Analyzing vaccination based on social network service data for safety surveillance. - Gyun-Ho Roh; Seunghee Lee; Jong-Yeup Kim; Suehyun Lee (Expert Syst. Appl., 2024)

Predicting the physiological effects of multiple drugs using electronic health record. - Junhyeok Jeon; Eujin Hong; Jong-Yeup Kim; Suehyun Lee; Hyun Uk Kim (Comput. Biol. Medicine, 2025)