METHOD AND APPARATUS FOR AUTOMATED DETECTION OF MASSES IN DIGITAL MAMMOGRAMS

Patent №

US 6,301,378

Granted

2001-10-09

Filed 1997

Owner

R2 TECHNOLOGY, INC.

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08868277

A method and apparatus for the automated detection of masses in a digital mammogram, the method for use in a computer aided diagnosis system for assisting a radiologist in identifying and recognizing suspicious portions of the digital mammogram. A gradient image is created from the digital mammogram, and information in the gradient image is processed for identifying masses. In a preferred embodiment, a portion of a spiculation detection algorithm is applied to the gradient image for identifying masses. The spiculation detection algorithm comprises a line detection portion and a post-line detection portion, and it is the post-line detection portion which is applied to the gradient image for identifying masses. Advantageously, computer programs which have already been written for spiculation detection may, with minor modifications, be ported into mass detection programs.

Machine learningVisionG06T 7/0012G06T 7/64G06V 10/44G06T 2207/30068

AI classification

Vision1.00
Machine learning0.99
AI hardware0.35
Evolutionary computation0.24
Natural language0.00
Planning0.00
Knowledge representation0.00
Speech0.00

Ownership

R2 TECHNOLOGY, INC.

assignment · 91080172

Assignors

KARSSEMEIJER, NICO, TE BRAKE, GUIDO M.

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

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