Patent US 10,242,444

Patent №

US 10,242,444

Granted

Owner

Lab

AI components

2

ml · vision

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

15392432

The present development is a method for generating a computer-aided accurate segmentation of an irregular structure, such as a colon The approach is based on a multi-tiered information propagation framework using statistical and variational methods. First, an initial segmentation using a method such as intensity based or shape-model registration for a volume of a typical CT is generated. The segmented image is subjected to a global/convex continuous minimization approach. After minimization, the data goes through post processing, and then the final segmented irregular structure output volume is generated.

Machine learningVisionG06T 7/0012A61B 6/032G06T 7/11G06T 7/136G06T 7/143A61B 6/481G06T 2207/10081G06T 2207/30028

AI classification

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