Hyeonhoon Lee

According to our database, Hyeonhoon Lee authored at least 18 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Coding-Free and Privacy-Preserving Agentic Framework for Data-Driven Clinical Research.

Taehun Kim, Hyeryun Park, Hyeonhoon Lee, Yushin Lee, Kyungsang Kim, Hyung-Chul Lee

CoRR, April, 2026

Code Sharing In Prediction Model Research: A Scoping Review.

Thomas Sounack, Raffaele Giancotti, Catherine A. Gao, Lasai Barreñada, Hyeonhoon Lee, Hyung-Chul Lee, Leo Anthony Celi, Karel G. M. Moons, Gary S. Collins, Charlotta Lindvall, Tom J. Pollard

CoRR, April, 2026

Efficacy of large language models in detecting postoperative delirium from unstructured clinical notes: A retrospective cohort study.

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

npj Digit. Medicine, 2026

2025

Tiered Agentic Oversight: A Hierarchical Multi-Agent System for AI Safety in Healthcare.

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

CoRR, June, 2025

BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum.

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

CoRR, May, 2025

Medical Hallucinations in Foundation Models and Their Impact on Healthcare.

Yubin Kim, Hyewon Jeong, Shan Chen, Shuyue Stella Li, Mingyu Lu, Kumail Alhamoud, Jimin Mun, Cristina Grau, Minseok Jung, Rodrigo R. 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

CoRR, March, 2025

Multicenter validation of a scalable, interpretable, multitask prediction model for multiple clinical outcomes.

Hyun-Kyu Yoon, Bo Rim Kim, Hyo Young Kim, Dae Keun Park, Hyo Sung Kim, Hye-Yeon Cho, Hyung-Chul Lee, Hyeonhoon Lee

npj Digit. Medicine, 2025

Development of a deep learning-based prediction model for postoperative delirium using intraoperative electroencephalogram in adults.

Jang Ho Ahn, Hyeonhoon Lee, Pedro Gambus, Hyun-Kyu Yoon, Jae-Woo Ju, Hyung-Chul Lee

npj Digit. Medicine, 2025

Deep Learning-Based Arterial Blood Pressure Waveform Generation Using Photoplethysmography for Non-Invasive Hemodynamic Monitoring.

Sangha Kim, Hyeonhoon Lee, Seong-A Park, Hyun-Lim Yang, Ho Geol Ryu, Hyung-Chul Lee

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

VocalAgent: Large Language Models for Vocal Health Diagnostics with Safety-Aware Evaluation.

Yubin Kim, Taehan Kim, Wonjune Kang, Eugene Park, Joonsik Yoon, Dongjae Lee, Xin Liu, Daniel McDuff, Hyeonhoon Lee, Cynthia Breazeal, Hae Won Park

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

BehaviorSFT: Behavioral Token Conditioning for Health Agents Across the Proactivity Spectrum.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

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

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

NSTRI Global Collaborative Research Data Platform.

Hyeonhoon Lee, Hanseul Kim, Kyungmin Cho, Hyung-Chul Lee

CoRR, 2024

A Demonstration of Adaptive Collaboration of Large Language Models for Medical Decision-Making.

Yubin Kim, Chanwoo Park, Hyewon Jeong, Cristina Grau-Vilchez, Yik Siu Chan, Xuhai Xu, Daniel McDuff, Hyeonhoon Lee, Cynthia Breazeal, Hae Won Park

CoRR, 2024

MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making.

Yubin Kim, Chanwoo Park, Hyewon Jeong, Yik Siu Chan, Xuhai Xu, Daniel McDuff, Hyeonhoon Lee, Marzyeh Ghassemi, Cynthia Breazeal, Hae Won Park

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

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

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