APPARATUSES AND METHODS FOR NAVIGATION IN AND LOCAL SEGMENTATION EXTENSION OF ANATOMICAL TREELIKE STRUCTURES

Patent №

US 10,643,333

Granted

2020-05-05

Filed 2018

Owner

VERAN MEDICAL TECHNOLOGIES, INC.

Lab

AI components

2

vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15952189

A local extension method for segmentation of anatomical treelike structures includes receiving an initial segmentation of 3D image data including an initial treelike structure. A target point in the 3D image data is defined, and a region of interest based on the target point is extracted to create a sub-image. Highly tubular voxels are detected in the sub-image, and a spillage-constrained region growing is performed using the highly tubular voxels as seed points. Connected components are extracted from the results of the region growing. The extracted components are pruned to discard components not likely to be connected to the initial treelike structure, keeping only candidate components likely to be a valid sub-tree of the initial treelike structure. The candidate components are connected to the initial treelike structure, thereby extending the initial segmentation in the region of interest.

VisionPlanningG06T 7/187G06T 7/0012G06T 7/11G06T 7/155G06T 7/162G06T 7/215G06T 7/62G06T 7/64+16 more

AI classification

Vision1.00
Planning0.62
AI hardware0.22
Machine learning0.11
Knowledge representation0.04
Natural language0.01
Evolutionary computation0.00
Speech0.00

Ownership

VERAN MEDICAL TECHNOLOGIES, INC.

assignment · 487660972

From the same owner

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