A Deep Convolutional Neural Networks Based Approach for Alzheimer's Disease and Mild Cognitive Impairment Classification Using Brain Images.
Ruhul Amin HazarikaDebdatta KandarArnab Kumar MajiPublished in: IEEE Access (2022)
Keyphrases
- brain images
- mild cognitive impairment
- normal controls
- ad patients
- high degree of accuracy
- medical images
- convolutional neural networks
- magnetic resonance
- human brain
- deformable registration
- eeg data
- functional magnetic resonance imaging
- white matter
- pattern recognition
- early diagnosis
- clinical trials
- human subjects
- brain imaging
- brain connectivity
- computer aided diagnosis
- healthy subjects
- mr images
- feature space
- early detection
- medical imaging
- decision support system
- image processing