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 Decis. Mak., 2021)

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; Hyeram Seo; Heejung Choi; Kyu-Pyo Kim; Tae Joon Jun; Young-Hak Kim (Comput. Methods Programs Biomed., 2022)

NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization. - Imjin Ahn; Hansle Gwon; Young-Hak Kim; Tae Joon Jun; Sanghyun Park (CoRR, 2024)

InMD-X: Large Language Models for Internal Medicine Doctors. - Hansle Gwon; Imjin Ahn; Hyoje Jung; Byeolhee Kim; Young-Hak Kim; Tae Joon Jun (CoRR, 2024)

Multi-Response Preference Optimization with Augmented Ranking Dataset. - Hansle Gwon; Imjin Ahn; Young-Hak Kim; Sanghyun Park; Tae Joon Jun (CoRR, 2024)

LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis. - Hansle Gwon; Imjin Ahn; Yunha Kim; Hee-Jun Kang; Hyeram Seo; Heejung Choi; Ha Na Cho; Minkyoung Kim; JiYe Han; Gaeun Kee; Seohyun Park; Kye Hwa Lee; et al. (Comput. Biol. Medicine, 2024)

Explainable predictions of a machine learning model to forecast the postoperative length of stay for severe patients: machine learning model development and evaluation. - Ha Na Cho; Imjin Ahn; Hansle Gwon; Hee-Jun Kang; Yunha Kim; Hyeram Seo; Heejung Choi; Minkyoung Kim; JiYe Han; Gaeun Kee; Seohyun Park; Tae Joon Jun; et al. (BMC Medical Informatics Decis. Mak., 2024)