Automated coronary artery atherosclerosis detection and weakly supervised localization on coronary CT angiography with a deep 3-dimensional convolutional neural network.
Sema CandemirRichard D. WhiteMutlu DemirerVikash GuptaMatthew T. BigelowLuciano M. PrevedelloBarbaros S. ErdalPublished in: Comput. Medical Imaging Graph. (2020)
Keyphrases
- coronary artery
- intravascular ultrasound
- weakly supervised
- coronary artery disease
- image slices
- ct data
- convolutional neural network
- cross sectional
- cardiovascular disease
- post mortem
- computer aided
- topic models
- object detectors
- object class
- object detection
- face detection
- optical coherence tomography
- imaging modalities
- relation extraction
- radio frequency
- superpixels
- x ray
- medical images
- medical imaging
- semi supervised
- ct images
- image guided
- ct scans
- computed tomography angiography
- computed tomography
- detection method
- co occurrence
- image segmentation
- left ventricular
- blood vessels
- deformable models
- clinical setting
- detection algorithm
- segmentation algorithm
- support vector machine