METHOD AND SYSTEM FOR AUTOMATIC ALGORITHM SELECTION FOR SEGMENTING LESIONS ON PET IMAGES

Patent №

US 7,953,265

Granted

2011-05-31

Filed 2006

Owner

GENERAL ELECTRIC COMPANY

Lab

AI components

3

ml · vision · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11603861

A method and system is provided for automatically processing a volumetric diagnostic image dataset. A first seed point is defined within a lesion. The lesion is within a first image dataset representative of a subject. A first boundary is defined in three dimensions within the first image dataset and the first seed point and the lesion are within the first boundary. At least one parameter is determined based on the first image dataset. A first segmentation algorithm is selected from a plurality of segmentation algorithms based on the at least one parameter, and the lesion is segmented using the first segmentation algorithm.

AI classification

Vision1.00
Machine learning1.00
Knowledge representation0.96
Planning0.02
Evolutionary computation0.02
Natural language0.00
AI hardware0.00
Speech0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 186330663

Assignors

SIROHEY, SAAD AHMED, UBELHART, ISTVAN, CZIRIA, BALAZS

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

From the same owner

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