Hyungchul Lee

19PUBLICATIONS
47CO-AUTHORS
Systems physiologyMetabolic medicineInfant and child healthAdversarial machine learningEpidemiological modelling
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Publications (19)

|Aug 20, 2026
Development and validation of a deep learning-based model for estimating stroke volume and blood pressures simultaneously using electrocardiogram and photoplethysmogram.

|Jul 28, 2026
Comparison of Machine Learning Algorithms for Predicting Spine Surgery Duration.

|Jul 08, 2026
Multi-parameter prediction of extubation failure using spontaneous breathing trial and post-spontaneous breathing trial rest period data.

|Jan 08, 2026
Hypoxemia prediction in pediatric patients under general anesthesia using machine learning: A retrospective observational study and external validation.

Sujin Baek, Jung-Bin Park, Jihye Heo

|Mar 19, 2025
Machine Learning-Based Explainable Automated Nonlinear Computation Scoring System for Health Score and an Application for Prediction of Perioperative Stroke: Retrospective Study.

Mi-Young Oh, Hee-Soo Kim, Young Mi Jung

|Nov 18, 2024
Reinforcement learning model for optimizing dexmedetomidine dosing to prevent delirium in critically ill patients.

Hong Yeul Lee, Soomin Chung, Dongwoo Hyeon

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Frequent Collaborators

6 joint publications

Hyun-Lim Yang

5 joint publications

Hyeonhoon Lee

3 joint publications

Chulwoo Jung

2 joint publications

Young Mi Jung