Deep Learning for Quantification of Epicardial and Thoracic Adipose Tissue From Non-Contrast CT.
Frederic CommandeurMarkus GoellerJulián BetancurSebastien CadetMhairi DorisXi ChenDaniel S. BermanPiotr J. SlomkaBalaji TamarappooDamini DeyPublished in: IEEE Trans. Medical Imaging (2018)
Keyphrases
- deep learning
- ct scans
- medical imaging
- deformable models
- unsupervised learning
- ct images
- computed tomography
- medical images
- unsupervised feature learning
- x ray
- machine learning
- region of interest
- automatically segmenting
- magnetic resonance images
- mental models
- weakly supervised
- three dimensional
- adipose tissue
- magnetic resonance imaging
- automatic segmentation
- higher order
- image registration
- bias field
- image processing
- computer vision