Jong-Yeup Kim

According to our database, Jong-Yeup Kim authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

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

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, December, 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

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

Metaverse Ethics for Healthcare Using AI Technology: Challenges and Risks.

Junseong Bang, Jong-Yeup Kim

Proceedings of the Culture and Computing, 2023

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

Proceedings of the Conference on Health, Inference, and Learning, 2023

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

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

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

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