Attention augmented distance regression and classification network for nuclei instance segmentation and type classification in histology images.
G. Murtaza DogarMuhammad ShahzadMuhammad Moazam FrazPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- image classification
- classification accuracy
- segmentation method
- decision trees
- image features
- image data
- image analysis
- support vector
- feature vectors
- fully automatic
- training set
- multiscale
- lung nodules
- text classification
- model selection
- image regions
- test images
- microscopic images
- microscopy images
- accurate segmentation
- regression problems
- image set
- feature selection
- support vector machine svm
- image segmentation
- edge detection
- input image
- three dimensional