A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Images of Hepatocellular Carcinoma.
Zhuxian GuoQitong WangHenning MüllerThemis PalpanasNicolas LoménieCamille KurtzPublished in: ISBI (2023)
Keyphrases
- segmentation algorithm
- segmentation method
- accurate segmentation
- test images
- cell nuclei
- image analysis
- segmentation errors
- adaptive thresholding
- microscopic images
- edge detection
- segmented images
- input image
- three dimensional
- image database
- low level image segmentation
- unsupervised segmentation
- tubular structures
- ground truth
- image data
- image segmentation
- image regions
- object recognition
- microscopy images
- image features
- quantitative evaluation
- medical images
- fully automatic
- multiscale
- piece wise
- pixel wise
- segmentation accuracy
- image classification
- watershed transform
- multiple objects
- level set
- gray value
- image slices
- rate distortion
- automatically segmented
- video sequences
- image registration
- image segmentation algorithms
- motion estimation
- pixel level
- low contrast
- automatic segmentation
- object segmentation
- shape prior
- mr images
- gray level