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:
Oct. 29, 2024

Filed:

Jun. 25, 2020
Applicant:

Quantum Surgical, Montpellier, FR;

Inventors:

Estanislao Oubel, Montpellier, FR;

Lucien Blondel, Montpellier, FR;

Fernand Badano, Lyons, FR;

Bertin Nahum, Castelnau-le-Lez, FR;

Assignee:

QUANTUM SURGICAL, Montpellier, FR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 18/00 (2006.01); A61B 18/02 (2006.01); A61B 18/04 (2006.01); A61B 18/18 (2006.01); A61B 18/20 (2006.01); A61B 34/10 (2016.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01); G16H 20/40 (2018.01); G16H 30/40 (2018.01); G16H 50/50 (2018.01); G16H 50/70 (2018.01);
U.S. Cl.
CPC ...
A61B 34/10 (2016.02); A61B 18/02 (2013.01); A61B 18/04 (2013.01); A61B 18/1815 (2013.01); A61B 18/20 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G16H 20/40 (2018.01); G16H 30/40 (2018.01); G16H 50/50 (2018.01); G16H 50/70 (2018.01); A61B 2018/00577 (2013.01); A61B 2034/104 (2016.02); A61B 2034/105 (2016.02); A61B 2034/107 (2016.02); A61B 2034/108 (2016.02);
Abstract

The invention relates to a method and device for planning a surgical procedure aiming to ablate a tissue in an anatomical area of interest of a patient. On the basis of a preoperative image of the anatomical area of interest and of a set of planning parameters (P), a simulated image is generated by a neural network that has been previously trained using learning elements corresponding, respectively, to a similar surgical procedure for ablating a tissue in an anatomical area of interest for another patient. Each learning element comprises a preoperative image of the anatomical area of interest of a patient, planning parameters (P) used for the surgical procedure on this patient, and a postoperative image of the anatomical area of interest of this patient after the surgical procedure. An estimated ablation region may be segmented in the simulated image in order to be compared with a segmented region to be treated in the preoperative image.


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