3D convolutional neural networks-based multiclass classification of Alzheimer’s and Parkinson’s diseases using PET and SPECT neuroimaging modalities

BACKGROUND: Alzheimer’s disease (AD) is a neurodegenerative brain pathology formed due to piling up of amyloid proteins, development of plaques and disappearance of neurons. Another common subtype of dementia like AD, Parkinson’s disease (PD) is determined by the disappearance of dopaminergic neuron...

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Detalles Bibliográficos
Autores principales: Tufail, Ahsan Bin, Ma, Yong-Kui, Zhang, Qiu-Na, Khan, Adil, Zhao, Lei, Yang, Qiang, Adeel, Muhammad, Khan, Rahim, Ullah, Inam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Brief Report
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8560868/
https://www.ncbi.nlm.nih.gov/pubmed/34725741
http://dx.doi.org/10.1186/s40708-021-00144-2

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