SEGMENTATION IN MEDICAL IMAGES

Patent №

US 7,336,809

Granted

2008-02-26

Filed 2002

Owner

R2 TECHNOLOGY, INC.

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10261196

A method and system of volume segmentation is disclosed. To address throughput speed and accuracy requirements, the segmentation is divided into two stages: presegmentation and detailed segmentation. In presegmentation, a digital image volume is processed to identify anatomical structures from image backgrounds in a gross manner possibly at reduced image resolution. Detailed segmentation then involves refining and segmenting further the fine details within the anatomical structures identified by presegmentation. One result of the overall volume segmentation algorithm is a volume in which segmented regions of interest, such as nodules, are identified.

VisionG06T 7/0012G06T 7/11G06T 7/149G06T 7/155G06T 7/187G06T 2207/10081G06T 2207/20156G06T 2207/30061+2 more

AI classification

Vision1.00
Machine learning0.08
AI hardware0.02
Knowledge representation0.00
Natural language0.00
Speech0.00
Planning0.00
Evolutionary computation0.00

Ownership

R2 TECHNOLOGY, INC.

assignment · 137140233

Assignors

ZENG, XIAOLAN, ZHANG, WEI, SCHNEIDER, ALEXANDER C.

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

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