An Efficient Transformer-based Approach for Joint Nuclei Detection and Segmentation in Whole Slide Tissue Images.
Hengxu ZhangPengpeng LiangZhiyong SunBo SongErkang ChengPublished in: ACAI (2022)
Keyphrases
- cell nuclei
- microscopic images
- segmentation method
- automated detection
- microscopy images
- image analysis
- automated analysis
- segmentation algorithm
- confocal images
- mr brain
- lymph nodes
- test images
- edge detection
- cell segmentation
- microscope images
- bounding box
- automatically segmented
- quantitative measurements
- three dimensional
- complex background
- image segmentation
- intensity distribution
- accurate segmentation
- brain tumors
- image regions
- fully automatic
- automatic segmentation
- low contrast
- partial volume
- cancer diagnosis
- segmented images
- circular hough transform
- region growing
- brain mr images
- atlas based segmentation
- input image
- image registration
- quantitative evaluation
- image data
- multiscale
- intensity variations
- mr images
- lung cancer
- medical images
- probabilistic atlas
- brain structures