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2020 – today
- 2024
[j8]Seunghee Lee
, Geonchul Shin, Jeongseok Hwang, Yunjeong Hwang, Hyunwoo Jang, Ju Han Park, Sunmi Han, Kyeongmin Ryu, Jong-Yeup Kim:
Early Prediction of Sepsis in the Intensive Care Unit Using the GRU-D-MGP-TCN Model. IEEE Access 12: 148294-148304 (2024)- [j7]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: 124684 (2024) - 2023
- [j6]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: 50830-50840 (2023) - [j5]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: 143628-143634 (2023) - [j4]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: 105262 (2023) - [c3]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: 163-181 - [c2]Junseong Bang, Jong-Yeup Kim:
Metaverse Ethics for Healthcare Using AI Technology: Challenges and Risks. HCI (25) 2023: 367-378 - [i2]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 abs/2301.07695 (2023) - 2022
- [j3]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): 302-310 (2022) - [c1]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 - [i1]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 abs/2207.03075 (2022) - 2021
- [j2]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): 146045822110330 (2021) - [j1]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: 104542 (2021)
Coauthor Index
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