Predicting Progression From Mild Cognitive Impairment to Alzheimer's Disease Using Autoregressive Modelling of Longitudinal and Multimodal Biomarkers.
Sidra MinhasAasia KhanumFarhan RiazShoab Ahmad KhanAtif AlviPublished in: IEEE J. Biomed. Health Informatics (2018)
Keyphrases
- autoregressive
- mild cognitive impairment
- clinical trials
- ad patients
- disease progression
- high degree of accuracy
- early diagnosis
- cross sectional
- cortical thickness
- brain images
- non stationary
- computer aided diagnosis
- brain connectivity
- random fields
- decision support system
- computer aided
- normal controls
- prostate cancer
- breast cancer
- early detection
- wide range
- early stage
- healthy subjects
- sar images
- magnetic resonance
- medical imaging
- logistic regression
- magnetic resonance images
- denoising