Gleason Pattern Scoring

Cognex Deep Learning classifies cell morphologies

Cognex Gleason Pattern Scoring

Related Products

VisionPro ViDi Software inspecting computer mouse on monitor

VisionPro Deep Learning

Graphical programming environment for deep learning-based industrial image analysis

In-Sight D900

In-Sight D900

Powered by In-Sight ViDi Deep Learning-Based Vision Software

The Gleason pattern grading scale classifies prostate cancer cells by their glandular structure on a scale from 1–5. Gleason patterns range in their degree of differentiation, from small and uniform to highly irregular and distinct. Scoring a Gleason pattern can be challenging when there are multiple scenes – in this case cells – in a single slide.

Get Product Demo

The Cognex Deep Learning classification tool categorizes different cell morphologies like the Gleason pattern based on a collection of labeled images. To train the location tool, a technician or engineer provides all images labeled in accordance with the different classes. Cognex Deep Learning develops a model of Gleason patterns 1–5, then classifies cell tissues by their degree of differentiation and sorts them by grade.

Featured Cognex Products

GET ACCESS TO SUPPORT & TRAINING FOR PRODUCTS & MORE

Join MyCognex