이형철 (서울대학교 의과대학)님 | 한빛사연구자 > 한빛사

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

npj Digit. Med., 17 November 2025;8, 661, 2025 | https://doi.org/10.1038/s41746-025-02033-y

Multimodal deep learning to predict postoperative major adverse cardiac and cerebrovascular events after non-cardiac surgery

A machine learning model to predict liver-related outcomes after the functional cure of chronic hepatitis B

J. Hepatol., Aug 30 2024, S0168-8278(24)02494-2 | https://doi.org/10.1016/j.jhep.2024.08.016

INSPIRE, a publicly available research dataset for perioperative medicine

Real-time machine learning model to predict short-term mortality in critically ill patients: development and international validation

Real-time machine learning model to predict in-hospital cardiac arrest using heart rate variability in ICU

npj Digit. Med., Nov 23 2023, 6 (1) | https://doi.org/10.1038/s41746-023-00960-2

Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia

npj Digit. Med., 2023 Aug 14;6(1):145 | https://doi.org/10.1038/s41746-023-00893-w

Personalized Antiviral Drug Selection in Chronic Hepatitis B Patients Using a Machine Learning Model: A Multinational Study

Development and Validation of a Prediction Model for Need for Massive Transfusion During Surgery Using Intraoperative Hemodynamic Monitoring Data

JAMA Netw. Open, 2022 Dec 1;5(12):e2246637 | doi: 10.1001/jamanetworkopen.2022.46637

Deep-learning model associating lateral cervical radiographic features with Cormack-Lehane grade 3 or 4 glottic view

Anaesthesia, First published: 05 October 2022 | https://doi.org/10.1111/anae.15874

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