Detection of Alzheimer's disease and mild cognitive impairment based on structural volumetric MR images using 3D-DWT and WTA-KSVM trained by PSOTVAC.
Yudong ZhangShuihua WangPreetha PhillipsZhengchao DongGenlin JiJiquan YangPublished in: Biomed. Signal Process. Control. (2015)
Keyphrases
- mr images
- magnetic resonance
- brain images
- mild cognitive impairment
- medical images
- early diagnosis
- multiple sclerosis
- magnetic resonance images
- manual segmentation
- high degree of accuracy
- computer aided diagnosis
- prostate cancer
- nonrigid registration
- mri data
- mr imaging
- brain segmentation
- image data
- deformable registration
- clinical applications
- clinical trials
- accurate segmentation
- brain mr images
- partial volume
- brain tumors
- anatomical structures
- early stage
- brain tissue
- pet images
- computer vision