A color-derived guiding map, concatenated to RGB patches, improves deep learning blood vessel segmentation in H&E oesophageal adenocarcinoma images by 1-5% Dice.
One of the hallmarks of cancer is inducing angio- genesis, a process through which tumors stimulate the for- mation of new blood vessels to sustain their growth
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Deep Learning Based Segmentation of Blood Vessels from H&E Stained Oesophageal Adenocarcinoma Whole-Slide Images
A color-derived guiding map, concatenated to RGB patches, improves deep learning blood vessel segmentation in H&E oesophageal adenocarcinoma images by 1-5% Dice.