Segmentation of skin layers in ultrasound images using a crowdsourcing and deep learning-based system.
Maira B. H. MoranLarissa Aparecida Vaz OliveiraMarcelo Daniel Brito FariaLuciana Freitas BastosGilson A. GiraldiClarissa CanellaAura ConciPublished in: AICCSA (2023)
Keyphrases
- ultrasound images
- deep learning
- medical ultrasound
- echocardiographic images
- active contour segmentation
- ultrasound imaging
- carotid artery
- deep belief networks
- speckle noise
- edge detection
- unsupervised learning
- machine learning
- speckle reduction
- multiscale
- medical images
- mental models
- volume data
- region growing
- segmentation method
- segmentation algorithm
- level set
- left ventricle
- active contours
- image segmentation
- weakly supervised
- feature selection