Deep Convolutional Neural Networks for Automated Diagnosis of Alzheimer's Disease and Mild Cognitive Impairment Using 3D Brain MRI.
Jyoti IslamYanqing ZhangPublished in: BI (2018)
Keyphrases
- early diagnosis
- brain mri
- mild cognitive impairment
- convolutional neural networks
- computer aided
- computer aided diagnosis
- anatomical structures
- medical images
- early stage
- magnetic resonance images
- multiple sclerosis
- high degree of accuracy
- early detection
- ad patients
- medical imaging
- region growing
- brain images
- clinical trials
- cardiovascular disease
- normal controls
- partial volume
- brain connectivity
- prostate cancer
- mr images
- skin lesion
- image analysis
- data preparation
- shape analysis
- expert systems
- infectious disease
- clinical applications
- lung cancer
- breast cancer
- shape model
- deformable models