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:
Jan. 03, 2023

Filed:

Mar. 25, 2019
Applicants:

Case Western Reserve University, Cleveland, OH (US);

The Cleveland Clinic Foundation, Cleveland, OH (US);

Inventors:

Anant Madabhushi, Shaker Heights, OH (US);

Michael LaBarbera, Cleveland Heights, OH (US);

Thomas Atta-Fosu, Cleveland Heights, OH (US);

Mina Chung, Shaker Heights, OH (US);

Assignees:

Case Western Reserve University, Cleveland, OH (US);

The Cleveland Clinic Foundation, Cleveland, OH (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
A61B 6/00 (2006.01); G16H 50/30 (2018.01); A61B 6/03 (2006.01); A61B 18/00 (2006.01); G16H 50/20 (2018.01); G06N 20/00 (2019.01); G16H 10/60 (2018.01); G16H 30/40 (2018.01); A61B 5/361 (2021.01);
U.S. Cl.
CPC ...
A61B 6/503 (2013.01); A61B 6/032 (2013.01); A61B 6/463 (2013.01); G16H 50/30 (2018.01); A61B 5/361 (2021.01); A61B 6/469 (2013.01); A61B 6/5217 (2013.01); A61B 6/54 (2013.01); A61B 2018/00351 (2013.01); A61B 2018/00577 (2013.01); G01N 2800/52 (2013.01); G06N 20/00 (2019.01); G06T 2207/30048 (2013.01); G16H 10/60 (2018.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01);
Abstract

Embodiments discussed herein facilitate generation of a prognosis for recurrence or non-recurrence of atrial fibrillation (AF) after pulmonary vein isolation (PVI). A first set of embodiments discussed herein relates to training of a machine learning classifier to determine a prognosis for AF after PVI based on radiographic images, alone or in combination with clinical features. A second set of embodiments discussed herein relates to determination of a prognosis for a patient for AF after PVI based on radiographic images, alone or in combination with clinical features.


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