Microcalcification Detection and Classification in Radiographic Images

Patent №

US 9,256,941

Granted

2016-02-09

Filed 2014

Owner

VUCOMP, INC

Lab

AI components

2

vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14507575

An analysis of a digitized image is provided. The digitized image is repeatedly convolved to form first convolved images, which first convolved images are convolved a second time to form second convolved images. Each first convolved image and the respective second convolved image representing a stage, and each stage represents a different scale or size of anomaly. As an example, the first convolution may utilize a Gaussian convolver, and the second convolution may utilize a Laplacian convolver, but other convolvers may be used. The second convolved image from a current stage and the first convolved image from a previous stage are used with a neighborhood median determined from the second convolved image from the current stage by a peak detector to detect peaks, or possible anomalies for that particular scale.

VisionPlanningG06T 7/0012G06F 18/24G06T 5/10G06T 5/70G06T 7/11G06T 7/143G06V 10/454G06T 2207/10116+3 more

AI classification

Vision1.00
Planning0.79
Machine learning0.29
Knowledge representation0.03
AI hardware0.01
Speech0.00
Natural language0.00
Evolutionary computation0.00

Ownership

VUCOMP, INC

assignment · 352530663

Assignors

WEHNES, JEFFREY C., MONACO, JAMES P., HARDING, DAVID S., PIKE, JAMES H., HO, ANBINH T., HANAFY, LAWRENCE M.

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

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