Fusion of deep learning models of MRI scans, Mini–Mental State Examination, and logical memory test enhances diagnosis of mild cognitive impairment

Fusion of deep learning models of MRI scans, Mini–Mental State Examination, and logical memory test enhances diagnosis of mild cognitive impairment

Abstract Introduction Our aim was to investigate if the accuracy of diagnosing mild cognitive impairment (MCI) using the Mini–Mental State Examination (MMSE) and logical memory (LM) test could be enhanced by adding MRI data. Methods Data of individuals with normal cognition and MCI were obtained fro...

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Bibliographic Details
Main Authors: Shangran Qiu, Gary H. Chang, Marcello Panagia, Deepa M. Gopal, Rhoda Au, Vijaya B. Kolachalama
Format: Article
Language:English
Published: Wiley 2018-01-01
Series:Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring
Subjects:
MRI
MMSE
LM test
Mild cognitive impairment
Deep learning
Convolutional neural network
Online Access:https://doi.org/10.1016/j.dadm.2018.08.013

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