Prediction of subjective cognitive decline after corpus callosum infarction by an interpretable machine learning-derived early warning strategy

Prediction of subjective cognitive decline after corpus callosum infarction by an interpretable machine learning-derived early warning strategy

Background and purposeCorpus callosum (CC) infarction is an extremely rare subtype of cerebral ischemic stroke, however, the symptoms of cognitive impairment often fail to attract early attention of patients, which seriously affects the long-term prognosis, such as high mortality, personality change...

Full description

Bibliographic Details
Main Authors: Yawen Xu, Xu Sun, Yanqun Liu, Yuxin Huang, Meng Liang, Rui Sun, Ge Yin, Chenrui Song, Qichao Ding, Bingying Du, Xiaoying Bi
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Neurology
Subjects:
corpus callosum infarction
cognitive impairment
machine learning
subjective cognitive decline
Shapley additive explanations
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2023.1123607/full

Internet

https://www.frontiersin.org/articles/10.3389/fneur.2023.1123607/full

Similar Items