Prediction of Autopsy Verified Neuropathological Change of Alzheimer’s Disease Using Machine Learning and MRI

Prediction of Autopsy Verified Neuropathological Change of Alzheimer’s Disease Using Machine Learning and MRI

Background: Alzheimer’s disease (AD) is the most common form of dementia. While neuropathological changes pathognomonic for AD have been defined, early detection of AD prior to cognitive impairment in the clinical setting is still lacking. Pioneer studies applying machine learning to magnetic-resona...

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Bibliographic Details
Main Authors: Alexander Kautzky, Rene Seiger, Andreas Hahn, Peter Fischer, Wolfgang Krampla, Siegfried Kasper, Gabor G. Kovacs, Rupert Lanzenberger
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-12-01
Series:Frontiers in Aging Neuroscience
Subjects:
Alzheimer’s disease
machine learning
neuropathology
MRI
neuroimaging
Online Access:https://www.frontiersin.org/article/10.3389/fnagi.2018.00406/full

Internet

https://www.frontiersin.org/article/10.3389/fnagi.2018.00406/full

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