Image transformers with regional attention for classification of aneurysm rupture risk without explicit segmentation.
Anish SalviEnder FinolPrahlad G. MenonPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Keyphrases
- image classification
- segmentation method
- segmentation algorithm
- multiscale
- image segmentation
- pixel classification
- grey level
- image pixels
- test images
- image analysis
- input image
- image content
- image data
- image features
- color and texture information
- textural features
- energy function
- image regions
- edge detection
- homogeneous regions
- gray level images
- optimal segmentation
- pixel level
- segmented images
- region growing
- region segmentation
- pixel wise
- adaptive thresholding
- bounding box
- gray value
- feature vectors
- brain mr images
- image retrieval
- image segmentation algorithm
- segmentation accuracy
- energy functional
- region of interest
- intensity distribution
- segmentation errors
- volume data
- level set
- watershed transformation