Academic background&position

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1. [SCIE] Deep learning approach for stroke volume variation estimation: retrospective modeling and prospective deployment in real-world practice [PHYSIOLOGICAL MEASUREMENT] - 2026-04-01
2. [SCIE] Predicting Post-Induction Hypotension in Diverse Surgical Populations: A Multiclass Classification Universal Model Using Machine Learning Techniques [YONSEI MEDICAL JOURNAL] - 2026-04-01
3. [SCIE] Development of an intraoperative acoustic lung monitoring system for real-time respiratory rate detection in patient receiving mechanical ventilation [BIOMEDICAL ENGINEERING LETTERS] - 2026-01-09
4. [SCIE] Impact of Medical Crisis on the Competency of Surgical Conduct Regarding Departmental, Institutional and Regional Distribution in Korea: A National Insurance Claim Data Analysis [JOURNAL OF KOREAN MEDICAL SCIENCE] - 2025-12-22
5. [SCIE] Temporal convolutional neural network-based feature extraction and asynchronous channel information fusion method for heart abnormality detection in phonocardiograms [COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE] - 2025-09-01