A Data-Centric Approach for Pectoral Muscle Deep Learning Segmentation Enhancements in Mammography Images.
Santiago V. SilvaCésar A. Sierra FrancoJan HurtadoLeonardo Cardia da CruzVictor de Almeida ThomazGreis Francy M. Silva-CalpaAlberto Barbosa RaposoPublished in: ISVC (1) (2023)
Keyphrases
- deep learning
- data centric
- segmentation algorithm
- segmentation method
- image analysis
- test images
- pectoral muscle
- input image
- segmentation accuracy
- computer aided diagnosis
- quantitative evaluation
- image features
- atlas based segmentation
- unsupervised learning
- ground truth
- object recognition
- machine learning
- image retrieval
- high resolution
- data driven
- data management
- multiscale
- image segmentation
- medical images
- spatial information
- computer aided
- region of interest
- superpixels
- contrast enhancement
- image registration