REAL TIME INTERACTIVE SEGMENTATION OF PULMONARY NODULES WITH CONTROL PARAMETERS

Patent №

US 6,993,174

Granted

2006-01-31

Filed 2001

Owner

SIEMENS CORPORATE RESEARCH, INC.

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09947629

Segmentation of pulmonary nodules from digital volumetric image includes segmenting, automatically, the pulmonary nodule from attached anatomical structures by analyzing a structure of interest, and providing a template according to an analyzed structure of interest, wherein the template displays a segmentation of a volume of interest including an object of interest. The template can be adjusted according to a one or more adjustable parameters. The method stores values of the parameters according to the object of interest, and stores a segmentation of the object of interest according to the values of the parameters. The segmentation is refined by extracting and labeling surrounding anatomical structures, defining each structure touching a boundary of a volume of interest as an elongated object, determining a size and shape for each structure, and determining a distance of a current structure to the segmentation result, upon determining the distance to be small compared to a threshold.

VisionG06T 7/11G06T 2207/10081G06T 2207/30064

AI classification

Vision1.00
Machine learning0.43
Natural language0.06
AI hardware0.06
Knowledge representation0.02
Planning0.00
Evolutionary computation0.00
Speech0.00

Ownership

SIEMENS CORPORATE RESEARCH, INC.

assignment · 124970620

Assignors

FAN, LI, QIAN, JIANZHONG, ODRY, BENJAMIN

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

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