Weakly supervised joint whole-slide segmentation and classification in prostate cancer.
Pushpak PatiGuillaume JaumeZeineb AyadiKevin ThandiackalBehzad BozorgtabarMaria GabraniOrcun GokselPublished in: Medical Image Anal. (2023)
Keyphrases
- weakly supervised
- prostate cancer
- fully supervised
- object class
- magnetic resonance spectroscopy
- superpixels
- semi supervised
- classification accuracy
- segmentation algorithm
- machine learning
- topic models
- computer aided
- feature vectors
- feature extraction
- mr images
- image classification
- feature space
- support vector machine
- pattern recognition
- support vector
- segmentation method
- cost sensitive
- object segmentation
- multiscale
- image analysis
- three dimensional
- image segmentation
- decision trees
- object detection
- labeled data
- shape prior
- data mining