Comparison of different machine learning classification models for predicting deep vein thrombosis in lower extremity fractures

Comparison of different machine learning classification models for predicting deep vein thrombosis in lower extremity fractures

Abstract Deep vein thrombosis (DVT) is a common complication in patients with lower extremity fractures. Once it occurs, it will seriously affect the quality of life and postoperative recovery of patients. Therefore, early prediction and prevention of DVT can effectively improve the prognosis of pat...

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Bibliographic Details
Main Authors: Conghui Wei, Jialiang Wang, Pengfei Yu, Ang Li, Ziying Xiong, Zhen Yuan, Lingling Yu, Jun Luo
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Subjects:
Deep vein thrombosis
Lower extremity fractures
Machine learning
Prediction model
Online Access:https://doi.org/10.1038/s41598-024-57711-w

Internet

https://doi.org/10.1038/s41598-024-57711-w

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