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ORCIDHyeonhoon Lee
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2020 – today
- 2026
[j7]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:
Efficacy of large language models in detecting postoperative delirium from unstructured clinical notes: A retrospective cohort study. npj Digit. Medicine 9(1) (2026)- 2025
- [j6]Jang Ho Ahn, Hyeonhoon Lee, Pedro Gambus, Hyun-Kyu Yoon, Jae-Woo Ju, Hyung-Chul Lee:
Development of a deep learning-based prediction model for postoperative delirium using intraoperative electroencephalogram in adults. npj Digit. Medicine 8(1) (2025) - [j5]Hyun-Kyu Yoon, Bo Rim Kim, Hyo Young Kim, Dae Keun Park, Hyo Sung Kim, Hye-Yeon Cho, Hyung-Chul Lee, Hyeonhoon Lee:
Multicenter validation of a scalable, interpretable, multitask prediction model for multiple clinical outcomes. npj Digit. Medicine 8(1) (2025) - [c4]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:
BehaviorSFT: Behavioral Token Conditioning for Health Agents Across the Proactivity Spectrum. EMNLP (Findings) 2025: 9789-9817 - [c3]Yubin Kim, Taehan Kim, Wonjune Kang, Eugene Park, Joonsik Yoon, Dongjae Lee, Xin Liu, Daniel McDuff, Hyeonhoon Lee, Cynthia Breazeal, Hae Won Park:
VocalAgent: Large Language Models for Vocal Health Diagnostics with Safety-Aware Evaluation. INTERSPEECH 2025 - [c2]Sangha Kim, Hyeonhoon Lee, Seong-A Park, Hyun-Lim Yang, Ho Geol Ryu, Hyung-Chul Lee:
Deep Learning-Based Arterial Blood Pressure Waveform Generation Using Photoplethysmography for Non-Invasive Hemodynamic Monitoring. MedInfo 2025: 1916-1917 - [i6]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:
Medical Hallucinations in Foundation Models and Their Impact on Healthcare. CoRR abs/2503.05777 (2025) - [i5]Yubin Kim, Taehan Kim, Wonjune Kang, Eugene Park, Joonsik Yoon, Dongjae Lee, Xin Liu, Daniel McDuff, Hyeonhoon Lee, Cynthia Breazeal, Hae Won Park:
VocalAgent: Large Language Models for Vocal Health Diagnostics with Safety-Aware Evaluation. CoRR abs/2505.13577 (2025) - [i4]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:
BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum. CoRR abs/2505.21757 (2025) - [i3]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:
Tiered Agentic Oversight: A Hierarchical Multi-Agent System for AI Safety in Healthcare. CoRR abs/2506.12482 (2025) - 2024
- [j4]Hong Yeul Lee, Soomin Chung, Dongwoo Hyeon, Hyun-Lim Yang, Hyung-Chul Lee, Ho Geol Ryu, Hyeonhoon Lee:
Reinforcement learning model for optimizing dexmedetomidine dosing to prevent delirium in critically ill patients. npj Digit. Medicine 7(1) (2024) - [j3]Soo Bin Yoon, Jipyeong Lee, Hyung-Chul Lee, Chul-Woo Jung, Hyeonhoon Lee:
Comparison of NLP machine learning models with human physicians for ASA Physical Status classification. npj Digit. Medicine 7(1) (2024) - [c1]Yubin Kim, Chanwoo Park, Hyewon Jeong, Yik Siu Chan, Xuhai Xu, Daniel McDuff, Hyeonhoon Lee, Marzyeh Ghassemi, Cynthia Breazeal, Hae Won Park:
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making. NeurIPS 2024 - [i2]Yubin Kim, Chanwoo Park, Hyewon Jeong, Cristina Grau-Vilchez, Yik Siu Chan, Xuhai Xu, Daniel McDuff, Hyeonhoon Lee, Cynthia Breazeal, Hae Won Park:
A Demonstration of Adaptive Collaboration of Large Language Models for Medical Decision-Making. CoRR abs/2411.00248 (2024) - [i1]Hyeonhoon Lee, Hanseul Kim, Kyungmin Cho, Hyung-Chul Lee:
NSTRI Global Collaborative Research Data Platform. CoRR abs/2412.04474 (2024) - 2023
- [j2]Hyeonhoon Lee, Hyun-Kyu Yoon, Jaewon Kim, Ji Soo Park, Chang-Hoon Koo, Dongwook Won, Hyung-Chul Lee:
Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia. npj Digit. Medicine 6 (2023) - [j1]Hyeonhoon Lee, Hyun-Lim Yang, Ho Geol Ryu, Chul-Woo Jung, Youn Joung Cho, Soo Bin Yoon, Hyun-Kyu Yoon, Hyung-Chul Lee:
Real-time machine learning model to predict in-hospital cardiac arrest using heart rate variability in ICU. npj Digit. Medicine 6 (2023)
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