A machine learning-based predictive model for the occurrence of lower extremity deep vein thrombosis after laparoscopic surgery in abdominal surgery

A machine learning-based predictive model for the occurrence of lower extremity deep vein thrombosis after laparoscopic surgery in abdominal surgery

Background & aimsDeep vein thrombosis, a common complication after laparoscopic surgery, can negatively affect patients' limb motor function and even seriously threaten their lives. Therefore, it is crucial to accurately identify patients at high risk of lower extremity deep vein thromb...

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Bibliographic Details
Main Authors: Su-Zhen Yang, Ming-Hui Peng, Quan Lin, Shi-Wei Guan, Kai-Lun Zhang, Hai-Bo Yu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Surgery
Subjects:
artificial intelligence
nursing diagnosis
postoperative care
clinical supervision
laparoscopic surgery
deep vein thrombosis
Online Access:https://www.frontiersin.org/articles/10.3389/fsurg.2025.1502944/full
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