Back to search

Article

An ensemble learning framework based on comprehensive gray matter features for identification of mild cognitive impairment in leukoaraiosis

2022-11-10

Abstract excerpt

White matter hyperintensities (WMH), also known as leukoaraiosis (LA), is strongly associated with cognitive impairment and lead to an increased risk of dementia. The purpose of this study is to develop a model to effectively and objectively identify WMH patients with cognitive impairment (WMH-MCI). Firstly, the comprehensive multiple cortical morphological measurements were extracted from magnetic resonance imagi...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
66ca05c7-b026-5799-aebd-f21e49b6a6dd
DOI
10.21203/rs.3.rs-2234761/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
An ensemble learning framework based on comprehensive gray matter features for identification of mild cognitive impairment in leukoaraiosisDOI 10.21203/rs.3.rs-2234761/v1
Select a neighboring publication to make it the new centre.