A Machine Learning Approach for the Differential Diagnosis of Alzheimer and Vascular Dementia Fed by MRI Selected Features

A Machine Learning Approach for the Differential Diagnosis of Alzheimer and Vascular Dementia Fed by MRI Selected Features

Among dementia-like diseases, Alzheimer disease (AD) and vascular dementia (VD) are two of the most frequent. AD and VD may share multiple neurological symptoms that may lead to controversial diagnoses when using conventional clinical and MRI criteria. Therefore, other approaches are needed to overc...

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Bibliographic Details
Main Authors: Gloria Castellazzi, Maria Giovanna Cuzzoni, Matteo Cotta Ramusino, Daniele Martinelli, Federica Denaro, Antonio Ricciardi, Paolo Vitali, Nicoletta Anzalone, Sara Bernini, Fulvia Palesi, Elena Sinforiani, Alfredo Costa, Giuseppe Micieli, Egidio D'Angelo, Giovanni Magenes, Claudia A. M. Gandini Wheeler-Kingshott
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-06-01
Series:Frontiers in Neuroinformatics
Subjects:
Alzheimer disease
vascular dementia
machine learning
resting state fMRI
DTI
Online Access:https://www.frontiersin.org/article/10.3389/fninf.2020.00025/full

Internet

https://www.frontiersin.org/article/10.3389/fninf.2020.00025/full

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