Multi-modal neuroimaging feature selection with consistent metric constraint for diagnosis of Alzheimer's disease.
Xiaoke HaoYongjin BaoYingchun GuoMing YuDaoqiang ZhangShannon L. RisacherAndrew J. SaykinXiaohui YaoLi ShenPublished in: Medical Image Anal. (2020)
Keyphrases
- multi modal
- early diagnosis
- feature selection
- computer aided diagnosis
- computer aided
- disease diagnosis
- medical doctors
- multi modality
- text categorization
- cardiovascular disease
- feature space
- audio visual
- feature set
- diagnostic process
- feature extraction
- cross modal
- prostate cancer
- semantic concepts
- high dimensional
- classification accuracy
- metric learning
- breast cancer
- video search
- medical images
- mutual information
- mild cognitive impairment
- image processing
- multi task
- distance metric
- low level
- high level