Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia. - Hyeonhoon Lee; Hyun-Kyu Yoon; Jaewon Kim; Ji Soo Park; Chang-Hoon Koo; Dongwook Won; Hyung-Chul Lee (npj Digit. Medicine, 2023)

Real-time machine learning model to predict in-hospital cardiac arrest using heart rate variability in ICU. - Hyeonhoon Lee; Hyun-Lim Yang; Ho Geol Ryu; Chul-Woo Jung; Youn Joung Cho; Soo Bin Yoon; Hyun-Kyu Yoon; Hyung-Chul Lee (npj Digit. Medicine, 2023)

MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making. - Yubin Kim 002; Chanwoo Park; Hyewon Jeong; Yik Siu Chan; Xuhai Xu; Daniel McDuff; Hyeonhoon Lee; Marzyeh Ghassemi; Cynthia Breazeal; Hae Won Park 001 (NeurIPS, 2024)

A Demonstration of Adaptive Collaboration of Large Language Models for Medical Decision-Making. - Yubin Kim 002; Chanwoo Park; Hyewon Jeong; Cristina Grau-Vilchez; Yik Siu Chan; Xuhai Xu; Daniel McDuff; Hyeonhoon Lee; Cynthia Breazeal; Hae Won Park 001 (CoRR, 2024)

NSTRI Global Collaborative Research Data Platform. - Hyeonhoon Lee; Hanseul Kim; Kyungmin Cho; Hyung-Chul Lee (CoRR, 2024)

Reinforcement learning model for optimizing dexmedetomidine dosing to prevent delirium in critically ill patients. - Hong Yeul Lee; Soomin Chung; Dongwoo Hyeon; Hyun-Lim Yang; Hyung-Chul Lee; Ho Geol Ryu; Hyeonhoon Lee (npj Digit. Medicine, 2024)

Comparison of NLP machine learning models with human physicians for ASA Physical Status classification. - Soo Bin Yoon; Jipyeong Lee; Hyung-Chul Lee; Chul-Woo Jung; Hyeonhoon Lee (npj Digit. Medicine, 2024)

Medical Hallucinations in Foundation Models and Their Impact on Healthcare. - Yubin Kim 002; Hyewon Jeong; Shan Chen 004; Shuyue Stella Li; Mingyu Lu; Kumail Alhamoud; Jimin Mun; Cristina Grau; Minseok Jung; Rodrigo Gameiro; Lizhou Fan; Eugene Park; et al. (CoRR, 2025)

VocalAgent: Large Language Models for Vocal Health Diagnostics with Safety-Aware Evaluation. - Yubin Kim 002; Taehan Kim; Wonjune Kang; Eugene Park; Joonsik Yoon; Dongjae Lee; Xin Liu 034; Daniel McDuff; Hyeonhoon Lee; Cynthia Breazeal; Hae Won Park 001 (CoRR, 2025)

BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum. - Yubin Kim 002; Zhiyuan Hu; Hyewon Jeong; Eugene Park; Shuyue Stella Li; Chanwoo Park; Shiyun Xiong; Mingyu Lu; Hyeonhoon Lee; Xin Liu 034; Daniel McDuff; Cynthia Breazeal; et al. (CoRR, 2025)

Tiered Agentic Oversight: A Hierarchical Multi-Agent System for AI Safety in Healthcare. - Yubin Kim 002; Hyewon Jeong; Chanwoo Park; Eugene Park; Haipeng Zhang; Xin Liu 034; Hyeonhoon Lee; Daniel McDuff; Marzyeh Ghassemi; Cynthia Breazeal; Samir Tulebaev; Hae Won Park 001 (CoRR, 2025)