Publications
Selected Publications since 2021 (as First/Corresponding Author)
2025
Quality-Aware Translation Tagging in Multilingual RAG system (Accepted)
Byeolhee Kim, Hoyeon Moon, Nikhil Verma
Proceedings of the Fifth Workshop on Multilingual Representation Learning (MRL 2025)
Tae Joon Jun
The Korean Journal of Medicine
Jin-Myung Kim, HyoJe Jung, Hye Eun Kwon, Youngmin Ko, Joo Hee Jung, Sung Shin, Young Hoon Kim, Young-Hak Kim, Tae Joon Jun, Hyunwook Kwon
International Journal of Surgery
Jiahn Seo, Yunha Kim, Heejung Choi, Minkyoung Kim, JiYe Han, Gaeun Kee, Soyoung Ko, HyoJe Jung, Byeolhee Kim, Boeun Choi, Sanghyun Park, Tae Joon Jun, Young-Hak Kim
npj Health Systems
Minkyoung Kim, Yunha Kim, Hee Jun Kang, Hyeram Seo, Heejung Choi, JiYe Han, Gaeun Kee, Soyoung Ko, HyoJe Jung, Byeolhee Kim, Boeun Choi, Tae Joon Jun, Young-Hak Kim
BMC Medical Informatics and Decision Making
HyoJe Jung, Yunha Kim, Jiahn Seo, Heejung Choi, Minkyung Kim, Jiye Han, Gaeun Kee, Soyoung Ko, Byeolhee Kim, Boeun Choi, Ah-Ram Kim, Jung-Min Ahn, Tae Joon Jun, Young-Hak Kim
Journal of Healthcare Informatics Research
June-Goo Lee, Tae Joon Jun, Gyujun Jeong, Hongmin Oh, Sijoon Kim, Heejun Kang, Jung Bok Lee, Hyun Jung Koo, Jong Eun Lee, Joon-Won Kang, Yura Ahn, Sang Min Lee, Joon Beom Seo, Seong Ho Park, Min Soo Cho, Jung-Min Ahn, Duk-Woo Park, Joon Bum Kim, Cherry Kim, Young Joo Suh, Iksung Cho, Marly van Assen, Carlo N. De Cecco, Eun Ju Chun, Young-Hak Kim, Dong Hyun Yang
JACC: Advances
Minkyoung Kim, Kyuwoong Kim, Jiye Han, Hyeyun Jung, Ah-Ram Kim, Tae Joon Jun, Young-Hak Kim
European Journal of Preventive Cardiology
Cardiovascular Outcomes of Early LDL-C Goal Achievement in Patient with Very-High-Risk ASCVD
Jiye Han, Ah-Ram Kim, Minkyoung Kim, Hojoon Lee, Yeon-Hee Baek, Imjin Ahn, Heejun Kang, Ji Seon Oh, Juhyeon Kim, Osung Kwon, Tae Joon Jun, Sun U Kwon, Young-Hak Kim
Cardiology and Therapy
Jiye Han, Yunha Kim, Heejun Kang, Jiahn Seo, Heejung Choi, Minkyoung Kim, Gaeun Kee, Seohyun Park, Soyoung Ko, Hyoje Jung, Byeolhee Kim, Tae Joon Jun, Young-Hak Kim
Scientific Reports
Fine-Tuning LLMs with Medical Data: Can Safety Be Ensured?
Minkyoung Kim, Yunha Kim, Heejun Kang, Jiahn Seo, Heejung Choi, Jiye Han, Gaeun Kee, Seohyun Park, Soyoung Ko, Hyoje Jung, Byeolhee Kim, Tae Joon Jun, Young-Hak Kim
NEJM AI
2024
Medical language model specialized in extracting cardiac knowledge
Hansle Gwon, Jiahn Seo, Seohyun Park, Tae Joon Jun, Young-Hak Kim
Scientific Reports
Ha Na Cho, Imjin Ahn, Hansle Gwon, Hee Jun Kang, Yunha Kim, Jiahn Seo, Heejung Choi, Minkyoung Kim, Jiye Han,
Gaeun Kee, Seohyun Park, Tae Joon Jun, Young-Hak Kim
BMC Medical Informatics and Decision Making
Task-Specific Transformer-Based Language Models in Health Care: Scoping Review
Ha Na Cho, Hee Jun Kang, Imjin Ahn, Hansle Gwon, Yunha Kim, Jiahn Seo, Heejung Choi, Minkyoung Kim, Jiye Han,
Gaeun Kee, Seohyun Park, Soyoung Ko, Tae Joon Jun, Young-Hak Kim
JMIR Medical Informatics
Yunha Kim, Heejun Kang, Jiahn Seo, Heejung Choi, Minkyoung Kim, Jiye Han, Gaeun Kee, Seohyun Park, Soyoung Ko, Hyoje Jung, Byeolhee Kim, Tae Joon Jun, Jaehyung Roh, Young-Hak Kim
Scientific Reports
Kyuwoong Kim, Hyeyun Jung, Edvige Di Giovanna, Tae Joon Jun, Young-Hak Kim
JAHA: Journal of the American Heart Association
Jin-Myung Kim, Hyoje Jung, Sung Shin, Hye Eun Kwon, Youngmin Ko, Joo Hee Jung, Hyunwook Kwon, Young Hoon Kim, Tae Joon Jun, Sang-Hyun Hwang
International Journal of Surgery
Heejung Choi, Yunha Kim, Heejun Kang, Jiahn Seo, Minkyoung Kim, Jiye Han, Gaeun Kee, Seohyun Park, Soyoung Ko, Hyoje Jung, Byeolhee Kim, Jaehyng Rho, Tae Joon Jun, Young-Hak Kim
Scientific Reports
Forecasting hospital room and ward occupancy using static and dynamic information concurrently
Jiahn Seo, Imjin Ahn, Hansle Gwon, Hee Jun Kang, Yunha Kim, Heejung Choi, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Soyoung Ko, Hyoje Jung, Byeolhee Kim, Jungsik Oh, Tae Joon Jun, Young-Hak Kim
JMIR Medical Informatics
Association of metabolic health and obesity with coronary heart disease in adult cancer survivors
Kyuwoong Kim, Edvige Di Giovanna, Hyeyun Jung, Lakshimi Deepak Bethineedi, Tae Joon Jun, Young-Hak Kim
European Journal of Clinical Investigation
Are polypharmacy side effects predicted by public data still valid in real-world data?
Gaeun Kee, Hee Jun Kang, Imjin Ahn, Hansle Gwon, Yunha Kim, Jiahn Seo, Heejung Choi, Ha Na Cho, Minkyoung Kim, JiYe Han, Seohyun Park, Kyuwoong Kim, Tae Joon Jun, Young-Hak Kim
Heliyon
LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis
Hansle Gwon, Imjin Ahn, Yunha Kim, Hee Jun Kang, Jiahn Seo, Heejung Choi, Ha Na Cho, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Kye Hwa Lee, Tae Joon Jun, Young-Hak Kim
Computers in Biology and Medicine
2023
Heejung Choi, Hee Jun Kang, Imjin Ahn, Hansle Gwon, Yunha Kim, Jiahn Seo, Ha Na Cho, JiYe Han, Minkyoung Kim, Gaeun Kee, Seohyun Park, Osung Kwon, Jae-Hyung Roh, Ah-Ram Kim, Ju Hyeon Kim, Tae Joon Jun, Young-Hak Kim
Scientific Reports
Jiahn Seo, Imjin Ahn, Hansle Gwon, Hee Jun Kang, Yunha Kim, Ha Na Cho, Heejung Choi, Minkyoung Kim, Jiye Han, Gaeun Kee, Seohyun Park, Dong-Woo Seo, Tae Joon Jun, Young-Hak Kim
Health Care Management Science
Kyuwoong Kim, Hyeyun Jung, Edvige Di Giovanna,Tae Joon Jun, Young-Hak Kim
Scientific Reports
Association of dietary sodium intake with impaired fasting glucose in adult cancer survivors: a population-based cross-sectional study
Kyuwoong Kim, Hamee Kim, Tae Joon Jun, Young-Hak Kim
PLoS ONE
2022
Angiogenic adipokine C1q-TNF-related protein 9 ameliorates myocardial infarction via histone deacetylase 7-mediated MEF2 activation
Seung Min Lee, Jin Woo Lee, Inki Kim, Dong-Cheol Woo, Chan-Gi Pack, Young Hoon Sung, In-Jeoung Baek, Chang Hee Jung, Young-Hak Kim, Chang Hoon Ha
Science Advances
Heterogeneous graph construction and HinSAGE learning from electronic medical records
Ha Na Cho, Imjin Ahn, Hansle Gwon, Hee Jun Kang, Yunha Kim, Jiahn Seo , Heejung Choi, Minkyoung Kim, Jiye Han, Gaeun Kee, Tae Joon Jun, Young-Hak Kim
Scientific Reports
Fully automatic coronary calcium scoring in non-ECG-gated low-dose chest CT: comparison with ECG-gated cardiac CT
Young Joo Suh, Cherry Kim, June-Goo Lee, Hongmin Oh, Heejun Kang, Young-Hak Kim, Dong Hyun Yang
European Radiology
RIDAB: Electronic medical record-integrated real world data platform for predicting and summarizing interactions in biomedical research from heterogeneous data resources
Yunha Kim, Imjin Ahn, Ha Na Cho, Hansle Gwon, Hee Jun Kang, Jiahn Seo, Heejung Choi, Kyu-Pyo Kim, Tae Joon Jun, Young-Hak Kim
Computer Methods and Programs in Biomedicine
Electronic Medical Record–Based Machine Learning Approach to Predict the Risk of 30-Day Adverse Cardiac Events After Invasive Coronary Treatment: Machine Learning Model Development and Validation
Osung Kwon, Wonjun Na, Hee Jun Kang, Tae Joon Jun, Jihoon Kweon, Gyung-Min Park, YongHyun Cho, Cinyoung Hur, Jungwoo Chae, Do-Yoon Kang, Pil Hyung Lee, Jung-Min Ahn, Duk-Woo Park, Soo-Jin Kang, Cheol Whan Lee, Seung-Whan Lee, Seong-Wook Park, Seung-Jung Park, Dong Hyun Yang, Young-Hak Kim
JMIR Medical Informatics
Predicting Long-term Survival After Allogeneic Hematopoietic Cell Transplantation in Patients With Hematologic Malignancies: Machine Learning–Based Model Development and Validation
Eun-Ji Choi, Tae Joon Jun, Han-Seung Park, Jung-Hee Lee, Kyoo-Hyung Lee, Young-Hak Kim, Young-Shin Lee, Young-Ah Kang, Mijin Jeon, Hyeran Kang, Ji Min Woo, Je-Hwan Le
JMIR Medical Informatics
2021
Deep reinforcement learning for guidewire navigation in coronary artery phantom
Jihoon Kweon, Kyunghwan Kim, Chaehyuk Lee, Hwi Kwon, Jinwoo Park, Kyoseok Song, Young In Kim, Jeeone Park, Inwook Back, Jae-Hyung Roh, Youngjin Moon, Jaesoon Choi, Young-Hak Kim
IEEE Access
Machine Learning-Based Hospital Discharge Prediction for Patients With Cardiovascular Diseases: Development and Usability Study
Imjin Ahn, Hansle Gwon, Yunha Kim, Hee Jun Kang, Jiahn Seo, Heejung Choi, Ha Na Cho, Tae Joon Jun, Young-Hak Kim
JMIR Medical Informatics
TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes
Tae Joon Jun, Youngsub Eom, Dohyeun Kim, Cherry Kim, Ji-Hye Park, Hoang Minh Nguyen, Young-Hak Kim, Daeyoung Kim
Expert Systems with Applications
Fully Automatic Coronary Calcium Score Software Empowered by Artificial Intelligence Technology: Validation Study Using Three CT Cohorts
June-Goo Lee, HeeSoo Kim, Heejun Kang, Hyun Jung Koo, Joon-Won Kang, Young-Hak Kim Dong Hyun Yang
Korean Journal of Radiology
Self–Training With Quantile Errors for Multivariate Missing Data Imputation for Regression Problems in Electronic Medical Records: Algorithm Development Study
Hansle Gwon, Imjin Ahn, Yunha Kim, Hee Jun Kang, Jiahn Seo, Ha Na Cho, Heejung Choi, Tae Joon Jun, Young-Hak Kim
JMIR Public Health and Surveillance
Cardiovascular Event Rates in Statin-Treated Korean Patients with Cardiovascular Disease: Estimates from a Real-World Population using Electronic Medical Record Data
Osung Kwon, Wonjun Na, Jaehee Hur, Ju Hyeon Kim, Tae Joon Jun, Hee Jun Kang, Hojoon Lee, Young-Hak Kim
Cardiovascular Drugs and Therapy
xECGNet: Fine-tuning attention map within CNN to improve detection and explainability of concurrent cardiac arrhythmias
Jungsun Yoo, Tae Joon Jun, Young-Hak Kim
Computer Methods and Programs in Biomedicine
Impact of coronary calcium score and lesion characteristics on the diagnostic performance of machine-learning-based computed tomography-derived fractional flow reserve
Hyun Jung Koo, Joon-Won Kang, Soo-Jin Kang, Jihoon Kweon, June-Goo Lee, Jung-Min Ahn, Duk-Woo Park, Seung Whan Lee, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park, Young-Hak Kim, Dong Hyun Yang
European Heart Journal - Cardiovascular Imaging
Neurological and clinical status from early time point to long-term follow-up after in-hospital cardiac arrest
Sang-Beom Jeon, Hyunjo Lee, Bobin Park, Soh Hyun Choi, Yoon-Hee Hong, Won Young Kim, Sang-Bum Hong, Young-Hak Kim
Resuscitation
CardioNet: A manually curated database for artificial intelligence-based research on cardiovascular diseases
Imjin Ahn, Wonjun Na, Osung Kwon, Dong Hyun Yang, Gyung-Min Park, Hansle Gwon, Hee Jun Kang, Yeon Uk Jeong, Jungsun Yoo, Yunha Kim, Tae Joon Jun, Young-Hak Kim
BMC Medical Informatics and Decision Making