Jointly constrained group sparse connectivity representation improves early diagnosis of Alzheimer's disease on routinely acquired T1-weighted imaging-based brain network.
Chuanzhen ZhuHonglun LiZhiwei SongMinbo JiangLimei SongLin LiXuan WangQiang ZhengPublished in: Health Inf. Sci. Syst. (2024)
Keyphrases
- early diagnosis
- computer aided diagnosis
- computer aided
- early stage
- early detection
- disease diagnosis
- medical imaging
- medical treatment
- brain connectivity
- mild cognitive impairment
- diffusion weighted mri
- spect images
- infectious disease
- image analysis
- cardiovascular disease
- high dimensional
- medical images
- image processing
- computer vision
- high resolution
- diffusion mri
- liver disease
- prostate cancer
- image registration
- brain imaging
- feature selection