Information Geometry and Manifold Learning: A Novel Framework for Analyzing Alzheimer’s Disease MRI Data

Information Geometry and Manifold Learning: A Novel Framework for Analyzing Alzheimer’s Disease MRI Data

<b>Background</b>: Alzheimer’s disease is a progressive neurological condition marked by a decline in cognitive abilities. Early diagnosis is crucial but challenging due to overlapping symptoms among impairment stages, necessitating non-invasive, reliable diagnostic tools. <b>Metho...

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Bibliographic Details
Main Authors: Ömer Akgüller, Mehmet Ali Balcı, Gabriela Cioca
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Diagnostics
Subjects:
information geometry
statistical manifold
manifold learning
impairment classes
Online Access:https://www.mdpi.com/2075-4418/15/2/153
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