Heejung Choi

LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis

Hansle Gwon, Imjin Ahn, Yunha Kim et al. · Computers in Biology and Medicine · 2023 · 15 citations

Engineering, Machine Learning, Data Science +9

Machine learning models to predict the warfarin discharge dosage using clinical information of inpatients from South Korea

Heejung Choi, Hee Jun Kang, Imjin Ahn et al. · Scientific Reports · 2023 · 15 citations · Full text

Prediction of hospitalization and waiting time within 24 hours of emergency department patients with unstructured text data

Hyeram Seo, Imjin Ahn, Hansle Gwon et al. · Health Care Management Science · 2023 · 13 citations · Full text

Heterogeneous graph construction and HinSAGE learning from electronic medical records

Ha Na Cho, Imjin Ahn, Hansle Gwon et al. · Scientific Reports · 2022 · 12 citations · Full text

Fine-Tuning LLMs with Medical Data: Can Safety Be Ensured?

Minkyoung Kim, Yunha Kim, Hee Jun Kang et al. · NEJM AI · 2024 · 12 citations