Hyeonhoon Lee

17 papers A* 1A 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficacy of large language models in detecting postoperative delirium from unstructured clinical notes: A retrospective cohort study.
npj Digit. Medicine
Da-in Eun, Hyung-Chul Lee, Gang Heo, Jae Hoon Jeong, Jipyeong Lee, Hyeonhoon Lee, Sang-Youn Park, Karam Nam, Ho-jin Lee, Jae-Woo Ju
2025 J jnl
BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum.
CoRR
Yubin Kim, Zhiyuan Hu, Hyewon Jeong, Eugene Park, Shuyue Stella Li, Chanwoo Park, Shiyun Xiong, Mingyu Lu, Hyeonhoon Lee, Xin Liu, Daniel McDuff, Cynthia Breazeal, Samir Tulebaev, Hae Won Park
2025 — conf
BehaviorSFT: Behavioral Token Conditioning for Health Agents Across the Proactivity Spectrum.
EMNLP (Findings)
Yubin Kim, Zhiyuan Hu, Hyewon Jeong, Eugene Park, Shuyue Stella Li, Chanwoo Park, Shiyun Xiong, Mingyu Lu, Hyeonhoon Lee, Xin Liu, Daniel McDuff, Cynthia Breazeal, Samir Tulebaev, Hae Won Park
2025 — conf
Deep Learning-Based Arterial Blood Pressure Waveform Generation Using Photoplethysmography for Non-Invasive Hemodynamic Monitoring.
MedInfo
Sangha Kim, Hyeonhoon Lee, Seong-A Park, Hyun-Lim Yang, Ho Geol Ryu, Hyung-Chul Lee
2025 J jnl
Development of a deep learning-based prediction model for postoperative delirium using intraoperative electroencephalogram in adults.
npj Digit. Medicine
Jang Ho Ahn, Hyeonhoon Lee, Pedro Gambus, Hyun-Kyu Yoon, Jae-Woo Ju, Hyung-Chul Lee
2025 J jnl
Medical Hallucinations in Foundation Models and Their Impact on Healthcare.
CoRR
Yubin Kim, Hyewon Jeong, Shan Chen, Shuyue Stella Li, Mingyu Lu, Kumail Alhamoud, Jimin Mun, Cristina Grau, Minseok Jung, Rodrigo Gameiro, Lizhou Fan, Eugene Park, Tristan Lin, Joonsik Yoon, Wonjin Yoon, Maarten Sap, Yulia Tsvetkov, Paul Liang, Xuhai Xu, Xin Liu, Daniel McDuff, Hyeonhoon Lee, Hae Won Park, Samir Tulebaev, Cynthia Breazeal
2025 J jnl
Multicenter validation of a scalable, interpretable, multitask prediction model for multiple clinical outcomes.
npj Digit. Medicine
Hyun-Kyu Yoon, Bo Rim Kim, Hyo Young Kim, Dae Keun Park, Hyo Sung Kim, Hye-Yeon Cho, Hyung-Chul Lee, Hyeonhoon Lee
2025 J jnl
Tiered Agentic Oversight: A Hierarchical Multi-Agent System for AI Safety in Healthcare.
CoRR
Yubin Kim, Hyewon Jeong, Chanwoo Park, Eugene Park, Haipeng Zhang, Xin Liu, Hyeonhoon Lee, Daniel McDuff, Marzyeh Ghassemi, Cynthia Breazeal, Samir Tulebaev, Hae Won Park
2025 A conf
VocalAgent: Large Language Models for Vocal Health Diagnostics with Safety-Aware Evaluation.
INTERSPEECH
Yubin Kim, Taehan Kim, Wonjune Kang, Eugene Park, Joonsik Yoon, Dongjae Lee, Xin Liu, Daniel McDuff, Hyeonhoon Lee, Cynthia Breazeal, Hae Won Park
2025 J jnl
VocalAgent: Large Language Models for Vocal Health Diagnostics with Safety-Aware Evaluation.
CoRR
Yubin Kim, Taehan Kim, Wonjune Kang, Eugene Park, Joonsik Yoon, Dongjae Lee, Xin Liu, Daniel McDuff, Hyeonhoon Lee, Cynthia Breazeal, Hae Won Park
2024 J jnl
A Demonstration of Adaptive Collaboration of Large Language Models for Medical Decision-Making.
CoRR
Yubin Kim, Chanwoo Park, Hyewon Jeong, Cristina Grau-Vilchez, Yik Siu Chan, Xuhai Xu, Daniel McDuff, Hyeonhoon Lee, Cynthia Breazeal, Hae Won Park
2024 J jnl
Comparison of NLP machine learning models with human physicians for ASA Physical Status classification.
npj Digit. Medicine
Soo Bin Yoon, Jipyeong Lee, Hyung-Chul Lee, Chul-Woo Jung, Hyeonhoon Lee
2024 A* conf
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making.
NeurIPS
Yubin Kim, Chanwoo Park, Hyewon Jeong, Yik Siu Chan, Xuhai Xu, Daniel McDuff, Hyeonhoon Lee, Marzyeh Ghassemi, Cynthia Breazeal, Hae Won Park
2024 J jnl
NSTRI Global Collaborative Research Data Platform.
CoRR
Hyeonhoon Lee, Hanseul Kim, Kyungmin Cho, Hyung-Chul Lee
2024 J jnl
Reinforcement learning model for optimizing dexmedetomidine dosing to prevent delirium in critically ill patients.
npj Digit. Medicine
Hong Yeul Lee, Soomin Chung, Dongwoo Hyeon, Hyun-Lim Yang, Hyung-Chul Lee, Ho Geol Ryu, Hyeonhoon Lee
2023 J jnl
Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia.
npj Digit. Medicine
Hyeonhoon Lee, Hyun-Kyu Yoon, Jaewon Kim, Ji Soo Park, Chang-Hoon Koo, Dongwook Won, Hyung-Chul Lee
2023 J jnl
Real-time machine learning model to predict in-hospital cardiac arrest using heart rate variability in ICU.
npj Digit. Medicine
Hyeonhoon Lee, Hyun-Lim Yang, Ho Geol Ryu, Chul-Woo Jung, Youn Joung Cho, Soo Bin Yoon, Hyun-Kyu Yoon, Hyung-Chul Lee