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Scientific Reports|February 13, 2025
Predicting low density lipoprotein cholesterol target attainment using machine learning in patients with coronary artery disease receiving moderate-dose statin therapyJiye Han, Yunha Kim, Hee Jun Kang, et al.Bioorganic & Medicinal Chemistry Letters|May 31, 2011
Synthesis and structure-activity relationships of nitrobenzyl phosphoramide mustards as nitroreductase-activated prodrugsLongqin Hu, Xinghua Wu, Jiye Han, et al.BMC Medical Informatics and Decision Making|August 12, 2025
Leveraging BERT for embedding ICD codes from large scale cardiovascular EMR data to understand patient diagnostic patternsMinkyoung Kim, Yunha Kim, Hee Jun Kang, et al.BMC Medical Informatics and Decision Making|November 20, 2024
Explainable predictions of a machine learning model to forecast the postoperative length of stay for severe patients: machine learning model development and evaluationHa Na Cho, Imjin Ahn, Hansle Gwon, et al.JMIR Medical Informatics|November 18, 2024
Task-Specific Transformer-Based Language Models in Health Care: Scoping ReviewHa Na Cho, Tae Joon Jun, Young-Hak Kim, et al.Scientific Reports|July 31, 2024
Time series forecasting of weight for diuretic dose adjustment using bidirectional long short-term memoryHeejung Choi, Yunha Kim, Heejun Kang, et al.Scientific Reports|October 8, 2024
Development and transfer learning of self-attention model for major adverse cardiovascular events prediction across hospitalsYunha Kim, Heejun Kang, Hyeram Seo, et al.Journal of Healthcare Informatics Research|November 13, 2025
Clinical Assessment of Fine-Tuned Open-Source LLMs in Cardiology: From Progress Notes to Discharge SummaryHyoJe Jung, Yunha Kim, Jiahn Seo, et al.Heliyon|February 2, 2024
Are polypharmacy side effects predicted by public data still valid in real-world data?Gaeun Kee, Hee Jun Kang, Imjin Ahn, et al.Computers in Biology and Medicine|November 23, 2023
LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesisHansle Gwon, Imjin Ahn, Yunha Kim, et al.Pageof 4