ARTERY-VEIN SEPARATION AND VESSEL MODELING

Patent №

US 7,620,501

Granted

2009-11-17

Filed 2005

Owner

SIEMENS CORPORATE RESEARCH INC.

Lab

AI components

3

ml · vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11120875

A system and method for artery-vein separation and vessel modeling are provided, the system including an adapter unit, a centerline locating unit in signal communication with the adapter unit, and a deformable modeling unit in signal communication with the centerline locating unit; and the method including receiving three-dimensional image data indicative of vessels, visualizing the received image data, selecting seed points on the vessels relative to the visualization, smoothing the image data with a non-linear filter responsive to curvature information of the data, initiating a deformable model for each selected seed point, modulating the propagation of each deformable model in accordance with at least one of local and global statistics, and growing an interconnected region for each model, where each model competes for classifying new points in its own region until convergence.

Machine learningVisionPlanningG06T 7/149G06T 7/11G06T 2207/10081G06T 2207/20041G06T 2207/20101G06T 2207/30101

AI classification

Vision1.00
Machine learning0.99
Planning0.97
AI hardware0.16
Evolutionary computation0.04
Knowledge representation0.00
Speech0.00
Natural language0.00

Ownership

SIEMENS CORPORATE RESEARCH INC.

assignment · 165490334

Assignors

TEK, HUSEYIN, WILLIAMS, JAMES P.

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

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