System and Method for Registering Pre-Operative and Intra-Operative Images Using Biomechanical Model Simulations

Patent №

US 9,761,014

Granted

2017-09-12

Filed 2013

Owner

SIEMENS CORPORATION

+2 more

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14078002

A method and system for registering pre-operative images and intra-operative images using biomechanical simulations is disclosed. A pre-operative image is initially registered to an intra-operative image by estimating deformations of one or more segmented anatomical structures in the pre-operative image, such as the liver, surrounding tissue, and the abdominal wall, using biomechanical gas insufflation model constrained. The initially registered pre-operative image is then refined using diffeomorphic non-rigid refinement.

Machine learningVisionG06T 7/33G06T 2207/10081G06T 2207/30028G06T 2207/30056

AI classification

Vision1.00
Machine learning1.00
Evolutionary computation0.29
Natural language0.00
Planning0.00
Speech0.00
AI hardware0.00
Knowledge representation0.00

Ownership

SIEMENS CORPORATION

assignment · 317560857

SIEMENS AKTIENGESELLSCHAFT

assignment · 317760929

SIEMENS HEALTHCARE GMBH

assignment · 432260817

Assignors

OKTAY, OZAN, ZHANG, LI

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

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