DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditions.
Ibtihaj AhmadYong XiaHengfei CuiZain Ul IslamPublished in: Expert Syst. Appl. (2023)
Keyphrases
- microscopic images
- segmentation method
- image analysis
- segmentation algorithm
- microscopy images
- cell nuclei
- image data
- edge detection
- image regions
- lymph nodes
- accurate segmentation
- fully automatic
- segmentation errors
- region based segmentation
- image segmentation
- test images
- input image
- three dimensional
- image registration
- segmented images
- segmentation accuracy
- clinical applications
- medical images
- ground truth
- clinical data
- region growing
- level set
- variational framework
- watershed transform
- image features
- multiscale
- white blood cells
- pigmented skin lesions