A clinical-anatomical signature of Parkinson's disease identified with partial least squares and magnetic resonance imaging.
Yashar ZeighamiSeyed-Mohammad FereshtehnejadMahsa DadarD. Louis CollinsRonald B. PostumaBratislav MisicAlain DagherPublished in: NeuroImage (2019)
Keyphrases
- magnetic resonance imaging
- partial least squares
- medical images
- clinical applications
- magnetic resonance images
- disease progression
- anatomical structures
- multiple sclerosis
- mri data
- medical imaging
- medical data
- dimension reduction
- mr images
- imaging modalities
- magnetic resonance
- discriminant analysis
- spectral data
- brain mri
- ct images
- computed tomography
- white matter
- principal component analysis
- three dimensional
- brain images
- clinical data
- pattern recognition
- diffusion tensor images
- prostate cancer
- clinical trials
- cross sectional
- factor analysis
- regression model
- feature selection
- breast mri