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 UllahPublished in: Brain Informatics (2021)
Keyphrases
- multiclass classification
- convolutional neural networks
- computer aided diagnosis
- early diagnosis
- single photon emission computed tomography
- brain imaging
- multi class
- positron emission tomography
- computer aided
- medical images
- medical imaging
- breast cancer
- binary classification
- human brain
- cost sensitive
- imaging modalities
- magnetic resonance imaging
- machine learning algorithms
- inter subject
- image reconstruction
- binary classifiers
- brain images
- magnetic resonance
- support vector machine
- data sets
- magnetic resonance images
- base classifiers
- image registration