A case for reframing automated medical image classification as segmentation.
Sarah M. HooperMayee F. ChenKhaled SaabKush BhatiaCurtis P. LanglotzChristopher RéPublished in: NeurIPS (2023)
Keyphrases
- image classification
- image segmentation
- segmentation algorithm
- medical imaging
- feature extraction
- segmentation method
- region growing
- semi automated
- level set
- automated segmentation
- medical data
- fully automatic
- segmentation accuracy
- medical images
- multiscale
- segmented images
- image representation
- image features
- ground truth
- fully automated
- optimal segmentation
- information systems
- object segmentation
- shape prior
- bag of words
- energy function
- multiple objects
- computer aided
- class specific
- sparse representation
- active contours
- brain mri
- image analysis