AUTOMATIC DETECTION OF RED LESIONS IN DIGITAL COLOR FUNDUS PHOTOGRAPHS

Patent №

US 7,474,775

Granted

2009-01-06

Filed 2006

Owner

UNIVESITY OF IOWA RESEARCH FOUNDATION

+1 more

Lab

AI components

6

ml · nlp · vision · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11392268

Disclosed is an automated method which can detect images containing red lesions. First, each image is preprocessed; next, candidate objects that may represent red-lesions are extracted; and in the final stage the probability for each candidate to represent a red-lesion is estimated using a classifier and a large set of specifically designed features.

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Evolutionary computation0.95
Knowledge representation0.94
Natural language0.60
Planning0.07
Speech0.00

Ownership

UNIVESITY OF IOWA RESEARCH FOUNDATION

assignment · 179250880

UMC UTRECHT HOLDING B.V.

assignment · 179260088

Assignors

ABRAMOFF, MICHAEL

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

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