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

Ahsan Bin TufailYong-Kui MaQiu-Na ZhangAdil KhanLei ZhaoQiang YangMuhammad AdeelRahim KhanInam Ullah
Published in: Brain informatics (2021)
The proposed model provides a good performance in discriminating AD and PD subjects due to minimal correlation between these two dementia types on the clinicopathological continuum between AD and PD subjects from a neuroimaging perspective.
Keyphrases
  • convolutional neural network
  • deep learning
  • pet ct
  • mild cognitive impairment
  • machine learning
  • cognitive decline
  • computed tomography
  • cognitive impairment
  • pet imaging