The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 19, 2022

Filed:

May. 02, 2018
Applicant:

Siemens Healthcare Gmbh, Erlangen, DE;

Inventors:

Lucian Mihai Itu, Brasov, RO;

Saikiran Rapaka, Pennington, NJ (US);

Tiziano Passerini, Plainsboro, NJ (US);

Puneet Sharma, Princeton Junction, NJ (US);

Assignee:

Siemens Healthcare GmbH, Erlangen, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 6/00 (2006.01); G16H 30/40 (2018.01); G16H 10/60 (2018.01); A61B 6/03 (2006.01); A61B 34/10 (2016.01); A61B 5/00 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
A61B 6/5217 (2013.01); A61B 5/7267 (2013.01); A61B 6/032 (2013.01); A61B 6/504 (2013.01); A61B 6/507 (2013.01); A61B 34/10 (2016.02); G06N 20/00 (2019.01); G16H 10/60 (2018.01); G16H 30/40 (2018.01); A61B 2034/105 (2016.02);
Abstract

A method and system for fast non-invasive computer-based computation of a hemodynamic index, such as fractional flow reserve (FFR) from medical image data of a patient is disclosed. A patient-specific anatomical model of one or more arteries of a patient is automatically generated based on medical image data of the patient. Regions in the automatically generated patient-specific anatomical model for which user feedback is required for accurate computation of a hemodynamic index are predicted using one or more trained machine learning models.


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