Differential diagnosis of mild cognitive impairment and Alzheimer's disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry

This paper presents a brain T1-weighted structural magnetic resonance imaging (MRI) biomarker that combines several individual MRI biomarkers (cortical thickness measurements, volumetric measurements, hippocampal shape, and hippocampal texture). The method was developed, trained, and evaluated using...

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Detalhes bibliográficos
Main Authors: Lauge Sørensen, Christian Igel, Akshay Pai, Ioana Balas, Cecilie Anker, Martin Lillholm, Mads Nielsen
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2017-01-01
Colecção:NeuroImage: Clinical
Assuntos:
Alzheimer's disease
Biomarker
Classification
Machine learning
Mild cognitive impairment
Structural MRI
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2213158216302340
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