Evaluation of Functional Decline in Alzheimer’s Dementia Using 3D Deep Learning and Group ICA for rs-fMRI Measurements

Purpose: To perform automatic assessment of dementia severity using a deep learning framework applied to resting-state functional magnetic resonance imaging (rs-fMRI) data. Method: We divided 133 Alzheimer’s disease (AD) patients with clinical dementia rating (CDR) scores from 0.5 to 3 into two grou...

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Detalles Bibliográficos
Autores principales: Qureshi, Muhammad Naveed Iqbal, Ryu, Seungjun, Song, Joonyoung, Lee, Kun Ho, Lee, Boreom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6378312/
https://www.ncbi.nlm.nih.gov/pubmed/30804774
http://dx.doi.org/10.3389/fnagi.2019.00008

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6378312/
https://www.ncbi.nlm.nih.gov/pubmed/30804774
http://dx.doi.org/10.3389/fnagi.2019.00008

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