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

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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Autores principales: Ahsan Bin Tufail, Yong-Kui Ma, Qiu-Na Zhang, Adil Khan, Lei Zhao, Qiang Yang, Muhammad Adeel, Rahim Khan, Inam Ullah
Formato: article
Lenguaje:EN
Publicado: SpringerOpen 2021
Materias:
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
Acceso en línea:https://doaj.org/article/c93289134d2245668be9476b0854b66d
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https://doaj.org/article/c93289134d2245668be9476b0854b66d

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