Document Type

Article

Publication Date

October 2018

Patent Number

10096110

CPC

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

Abstract

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.

Application Number

15/503183

Assignees

University of South Florida

Filing Date

08/24/2015

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