Early-stage atherosclerosis detection using deep learning over carotid ultrasound images.
Rosa-María Menchón-LaraJosé-Luis Sancho-GómezAndrés Bueno-CrespoPublished in: Appl. Soft Comput. (2016)
Keyphrases
- ultrasound images
- early stage
- deep learning
- carotid artery
- speckle noise
- medical ultrasound
- unsupervised learning
- ultrasound imaging
- region growing
- object detection
- deformable models
- machine learning
- mental models
- weakly supervised
- fully automatic
- fully automated
- high resolution
- multiscale
- feature selection
- speckle reduction