Identification of intraoperative hypotension endotypes and revolution with a temporal deep learning algorithm

Abstract Background Identifying specific causes of intraoperative hypotension (IOH) is a challenge in clinical practice. Improving the causal treatment of hypotension requires a more detailed understanding of the underlying hemodynamic alterations during hypotension. This study aims to identify dist...

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Bibliographic Details

Published in:	Perioperative Medicine
Main Authors:	Yihao Zhu, Xuechao Hao, Peiyi Li, Yaqiang Wang, Fei Wang, Tao Zhu, Huadong Zhu
Format:	Article
Language:	English
Published:	BMC 2025-10-01
Subjects:	Hypotension Anesthesia Unsupervised learning Blood pressure management Hemodynamic monitoring Deep learning model
Online Access:	https://doi.org/10.1186/s13741-025-00598-6