Prediction of Clinical Information from Cardiac MRI Using Manifold Learning.
Haiyan WangWenzhe ShiWenjia BaiAntonio M. Simoes Monteiro de MarvaoTimothy J. W. DawesDeclan P. O'ReganPhilip J. EdwardsStuart A. CookDaniel RueckertPublished in: FIMH (2015)
Keyphrases
- manifold learning
- clinical information
- cardiac mri
- low dimensional
- dimensionality reduction
- dimension reduction
- semi supervised
- physiological parameters
- medical information
- clinical data
- high dimensional
- high dimensional data
- sparse representation
- feature space
- feature extraction
- left ventricle
- left ventricular
- magnetic resonance images
- data sets
- database
- medical records
- multiscale
- three dimensional