Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients. - Hyoje Jung; Yunha Kim; Heejung Choi; Hyeram Seo; Minkyoung Kim; JiYe Han; Gaeun Kee; Seohyun Park; Soyoung Ko; Byeolhee Kim; Suyeon Kim; Tae Joon Jun; et al. (CoRR, 2024)

Mitigating Adversarial Attacks in LLMs through Defensive Suffix Generation. - Minkyoung Kim; Yunha Kim; Hyeram Seo; Heejung Choi; JiYe Han; Gaeun Kee; Soyoung Ko; Hyoje Jung; Byeolhee Kim; 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)

Leveraging BERT for embedding ICD codes from large scale cardiovascular EMR data to understand patient diagnostic patterns. - 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; et al. (BMC Medical Informatics Decis. Mak., 2025)