MEASUREMENT OF MITOTIC ACTIVITY

Patent №

US 7,577,280

Granted

2009-08-18

Filed 2005

Owner

QINETIQ LIMITED

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10535140

A method of measurement of mitotic activity from histopathological specimen images initially identifies image pixels with luminances corresponding to mitotic figures and selects from them a reference pixel to provide a reference color. Pixels similar to the reference color are located; image regions are grown on located pixels by adding pixels satisfying thresholds of differences to background and image region luminances. Grown regions are thresholded in area, compactness, width/height ratio, luminance ratio to background and difference between areas grown with perturbed thresholds. Grown regions are counted as indicating mitotic figures by thresholding region number, area and luminance. An alternative method of measuring mitotic activity measures a profile of an image region and counts the image region as corresponding to a mitotic figure if its profile is above a threshold at an intensity associated with mitotic figures. A mitotic figure is also indicated if the profile does not meet the previous criterion but has three other values satisfying respective threshold criteria.

VisionG06V 20/69G06T 7/0012G01N 15/1433G06T 2207/30024

AI classification

Vision1.00
AI hardware0.08
Planning0.03
Machine learning0.02
Evolutionary computation0.00
Natural language0.00
Knowledge representation0.00
Speech0.00

Ownership

QINETIQ LIMITED

assignment · 228320906

Assignors

GUITTET, CHRISTELLE MARIE, DUCKSBURY, PAUL GERARD, PETROU, MARIA, KESIDIS, ANASTASIOS, CIPOLLA, ROBERTO, VARGA, MARGARET JAI

On an employer assignment, the assignors are typically the inventors.

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