METHOD, SYSTEM AND COMPUTER READABLE MEDIUM FOR AN INTELLIGENT SEARCH WORKSTATION FOR COMPUTER ASSISTED INTERPRETATION OF MEDICAL IMAGES

Patent №

US 7,184,582

Granted

2007-02-27

Filed 2004

Owner

Lab

AI components

3

ml · vision · kr

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

10793799

A method, system and computer readable medium for an intelligent search display into which an automated computerized image analysis has been incorporated. Upon viewing an unknown mammographic case, the display shows both the computer classification output as well as images of lesions with known diagnoses (e.g., malignant vs. benign) and similar computer-extracted features. The similarity index used in the search can be chosen by the radiologist to be based on a single feature, multiple features, or on the computer estimate of the likelihood of malignancy. Specifically the system includes the calculation of features of images in a known database, calculation of features of an unknown case, calculation of a similarity index, display of the known cases along the probability distribution curves at which the unknown case exists. Techniques include novel developments and implementations of computer-extracted features for similarity calculation and novel methods for the display of the unknown case amongst known cases with and without the computer-determined diagnoses.

Machine learningVisionKnowledge representationG06T 7/0012G16H 30/40G16H 50/20G16H 50/70A61B 6/502G06T 2207/30068

AI classification

Vision1.00
Knowledge representation1.00
Machine learning1.00
AI hardware0.35
Planning0.01
Natural language0.00
Evolutionary computation0.00
Speech0.00
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