Machine learning-based prediction of post-induction hypotension: identifying risk factors and enhancing anesthesia management

Abstract Background Post-induction hypotension (PIH) increases surgical complications including myocardial injury, acute kidney injury, delirium, stroke, prolonged hospitalization, and endangerment of the patient's life. Machine learning is an effective tool to analyze large amounts of data and...

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Bibliographic Details
Main Authors: Ming Chen, Dingyu Zhang
Format: Article
Language:English
Published: BMC 2025-02-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:https://doi.org/10.1186/s12911-025-02930-y
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