Feasibility of a clinical-radiomics combined model to predict the occurrence of stroke-associated pneumonia

Feasibility of a clinical-radiomics combined model to predict the occurrence of stroke-associated pneumonia

Abstract Purpose To explore the predictive value of radiomics in predicting stroke-associated pneumonia (SAP) in acute ischemic stroke (AIS) patients and construct a prediction model based on clinical features and DWI-MRI radiomics features. Methods Univariate and multivariate logistic regression an...

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Bibliographic Details
Main Authors: Haowen Luo, Jingyi Li, Yongsen Chen, Bin Wu, Jianmo Liu, Mengqi Han, Yifan Wu, Weijie Jia, Pengfei Yu, Rui Cheng, Xiaoman Wang, Jingyao Ke, Hongfei Xian, Jianglong Tu, Yingping Yi
Format: Article
Language:English
Published: BMC 2024-01-01
Series:BMC Neurology
Subjects:
Stroke-associated pneumonia
Radiomics
Prediction
Acute ischemic stroke
Magnetic resonance imaging
Online Access:https://doi.org/10.1186/s12883-024-03532-3

Internet

https://doi.org/10.1186/s12883-024-03532-3

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