Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas.
Pierpaolo VendittelliEsther M. M. SmeetsGeert LitjensPublished in: CoRR (2021)
Keyphrases
- microscopic images
- segmentation algorithm
- fully automatic
- microscopy images
- segmentation method
- image analysis
- cell nuclei
- test images
- ground truth
- image slices
- unsupervised segmentation
- segmented images
- edge detection
- image database
- input image
- segmentation errors
- adaptive thresholding
- grey level
- image retrieval
- segmentation accuracy
- histological images
- image data
- medical images
- pixel wise
- automatically segmented
- digitized images
- tubular structures
- microscope images
- low depth of field
- multiscale
- image features
- piece wise
- image regions
- accurate segmentation
- region growing
- image registration
- image segments
- image segmentation algorithms
- positron emission tomography
- magnetic resonance
- multiple objects
- quantitative evaluation
- brain tumors
- pixel level