Automatic Deep Learning Segmentation and Quantification of Epicardial Adipose Tissue in Non-Contrast Cardiac CT scans.
Ammar O. HooriTao HuSadeer Al-KindiSanjay RajagopalanDavid L. WilsonPublished in: EMBC (2021)
Keyphrases
- deep learning
- ct scans
- fully automatic
- left ventricle
- automatically segmenting
- computer tomography
- short axis
- medical images
- ct images
- automatic segmentation
- fracture detection
- computed tomography
- deformable models
- x ray
- manual segmentation
- ct data
- unsupervised learning
- bias field
- medical imaging
- computer aided diagnosis
- segmentation algorithm
- mri images
- shape prior
- machine learning
- semi automatic
- adipose tissue
- weakly supervised
- image analysis
- magnetic resonance images
- region of interest
- mental models
- energy function
- level set
- left ventricular
- segmentation method
- pattern recognition
- magnetic resonance imaging
- mri data
- patient specific
- multiscale
- image processing