Prediction models for cognitive impairment in middle-aged patients with cerebral small vessel disease

Prediction models for cognitive impairment in middle-aged patients with cerebral small vessel disease

PurposeThis study aims to develop hippocampal texture model for predicting cognitive impairment in middle-aged patients with cerebral small vessel disease (CSVD).MethodsThe dataset included 145 CSVD patients (Age, 52.662 ± 5.151) and 99 control subjects (Age, 52.576±4.885). An Unet-based deep learni...

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Bibliographic Details
Main Authors: Wei Zheng, Xiaoyan Qin, Ronghua Mu, Peng Yang, Bingqin Huang, Zhixuan Song, Xiqi Zhu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Neurology
Subjects:
cerebral small vessel disease
cognitive impairment
magnetic resonance imaging
prediction model
radiomics
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2025.1462636/full
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https://www.frontiersin.org/articles/10.3389/fneur.2025.1462636/full

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