G06T 7/0012, G06T 7/11, G06T 3/4038, G06T 5/50, G06T 11/60, G06T 2207/30096, G06T 2207/30024, G06T 2207/10056, H04N 1/3876, H04N 5/23238, G06K 9/0014
This invention relates to a system and method for applying an ensemble of segmentations to microscopy images of a tissue sample to determine if the tissue sample is representative of cancerous tissue. The ensemble of segmentations is applied to a plurality of greyscale or color microscopy images to generate a final image level segmentation and a final blob level segmentation. The final image level segmentation and final blob level segmentation are used to calculate a mean nuclear volume to determine if the tissue sample is representative of cancerous tissue.
Mouton, Peter Randolph; Goldgof, Dmitry; Hall, Lawrence O.; and Chaudhury, Baishali, "System and method for automated stereology of cancer" (2018). USF Patents. 1081.
University of South Florida