FAST PREPROCESSING ALGORITHMS FOR DIGITAL MAMMOGRAPHY CAD AND WORKSTATION

Patent №

US 8,340,387

Granted

2012-12-25

Filed 2008

Owner

THREE PALM SOFTWARE

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12053609

A method and apparatus are disclosed for an image preprocessing device that automatically detects chestwall laterality; removes border artifacts; and segments breast tissue and pectoral muscle from digital mammograms. The algorithms in the preprocessing device utilize the computer cache, a vertical Sobel filter and a probabilistic Hough transform to detect curved edges. The preprocessing result, along with a pseudo-modality normalized image, can be used as input to a CAD (computer-aided detection) server or to a mammography image review workstation. In the case of workstation input, the preprocessing results improve the protocol for chestwall-to-chestwall image hanging, and support optimal image contrast display of each segmented region.

VisionG06T 7/12G06T 2207/10116G06T 2207/30068

AI classification

Vision1.00
Planning0.05
AI hardware0.01
Natural language0.00
Machine learning0.00
Evolutionary computation0.00
Speech0.00
Knowledge representation0.00

Ownership

THREE PALM SOFTWARE

assignment · 260820729

Assignors

ZHANG, HEIDI DAOXIAN, HEFFERNAN, PATRICK BERNARD

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

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