Diagnosis of Subcortical Ischemic Vascular Cognitive Impairment With No Dementia Using Radiomics of Cerebral Cortex and Subcortical Nuclei in High-Resolution T1-Weighted MR Imaging

Diagnosis of Subcortical Ischemic Vascular Cognitive Impairment With No Dementia Using Radiomics of Cerebral Cortex and Subcortical Nuclei in High-Resolution T1-Weighted MR Imaging

PurposeTo investigate whether the combination of radiomics derived from brain high-resolution T1-weighted imaging and automatic machine learning could diagnose subcortical ischemic vascular cognitive impairment with no dementia (SIVCIND) accurately.MethodsA total of 116 right-handed participants inv...

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Bibliographic Details
Main Authors: Bo Liu, Shan Meng, Jie Cheng, Yan Zeng, Daiquan Zhou, Xiaojuan Deng, Lianqin Kuang, Xiaojia Wu, Lin Tang, Haolin Wang, Huan Liu, Chen Liu, Chuanming Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-04-01
Series:Frontiers in Oncology
Subjects:
subcortical ischemic vascular cognitive impairment with no dementia
diagnosis
radiomics
high-resolution T1-weighted imaging
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.852726/full

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