Comparing machine learning models for predicting preoperative DVT incidence in elderly hypertensive patients with hip fractures: a retrospective analysis

Comparing machine learning models for predicting preoperative DVT incidence in elderly hypertensive patients with hip fractures: a retrospective analysis

Abstract Hip fractures in the elderly present a significant public health challenge globally, especially among patients with hypertension, who are at an increased risk of developing preoperative deep vein thrombosis (DVT). DVT not only heightens surgical risks but also severely impacts the rehabilit...

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Bibliographic Details
Main Authors: Xue Ge, Lan Yao, Yan Liu, Yi Wang, Fang Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Hip fracture
Deep vein thrombosis
Hypertension
Machine learning
SHAP value
Online Access:https://doi.org/10.1038/s41598-025-97880-w
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