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

Abstract 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 dopaminergi...

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Bibliographic Details
Main Authors:	Ahsan Bin Tufail, Yong-Kui Ma, Qiu-Na Zhang, Adil Khan, Lei Zhao, Qiang Yang, Muhammad Adeel, Rahim Khan, Inam Ullah
Format:	article
Language:	EN
Published:	SpringerOpen 2021
Subjects:	Dementia Neuroimaging modalities Pattern recognition Deep learning Discrete cosine transform Computer applications to medicine. Medical informatics R858-859.7 Computer software QA76.75-76.765
Online Access:	https://doaj.org/article/c93289134d2245668be9476b0854b66d
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3D convolutional neural networks-based multiclass classification of Alzheimer’s and Parkinson’s diseases using PET and SPECT neuroimaging modalities

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