Ensemble of ROI-based convolutional neural network classifiers for staging the Alzheimer disease spectrum from magnetic resonance imaging

Patches from three orthogonal views of selected cerebral regions can be utilized to learn convolutional neural network (CNN) models for staging the Alzheimer disease (AD) spectrum including preclinical AD, mild cognitive impairment due to AD, and dementia due to AD and normal controls. Hippocampi, a...

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Detalles Bibliográficos
Autores principales: Ahmed, Samsuddin, Kim, Byeong C., Lee, Kun Ho, Jung, Ho Yub
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7723284/
https://www.ncbi.nlm.nih.gov/pubmed/33290403
http://dx.doi.org/10.1371/journal.pone.0242712

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7723284/
https://www.ncbi.nlm.nih.gov/pubmed/33290403
http://dx.doi.org/10.1371/journal.pone.0242712

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