BREAST TISSUE DENSITY MEASURE

Patent №

US 8,285,019

Granted

2012-10-09

Filed 2010

Owner

NORDIC BIOSCIENCE IMAGING A/S

+1 more

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12787703

A method of processing a mammogram image to derive a value for a parameter useful in detecting differences in breast tissue in subsequent images of the same breast or relative to a control group of such images, said derived parameter being an aggregate probability score reflecting the probability of the image being a member of a predefined class of mammogram images, comprises computing for each of a multitude of pixels within a large region of interest within the image a pixel probability score assigned by a trained statistical classifier according to the probability of said pixel belonging to an image belonging to said class, said pixel probability being calculated on the basis of a selected plurality of features of said pixels, and computing said parameter by aggregating the pixel probability scores over said region of interest. Saud features may include the 3-jet of said pixels.

VisionG06T 7/0016G06F 18/23213G06V 10/52G06V 10/763G06T 2207/10116G06T 2207/20081G06T 2207/30068G06V 2201/03

AI classification

Vision1.00
Knowledge representation0.20
AI hardware0.06
Machine learning0.01
Natural language0.01
Planning0.00
Evolutionary computation0.00
Speech0.00

Ownership

NORDIC BIOSCIENCE IMAGING A/S

assignment · 250720162

SYNARC INC.

assignment · 266930479

Assignors

RAUNDAHL, JAKOB, LOOG, MARCO, NIELSEN, MADS, BRANDT, SAMI S., KAREMORE, GOPAL R.

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

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