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:
May. 27, 2025

Filed:

Jan. 19, 2021
Applicant:

Massachusetts Institute of Technology, Cambridge, MA (US);

Inventors:

Max Louis Olender, Cambridge, MA (US);

Elazer R. Edelman, Cambridge, MA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06N 3/045 (2023.01); G06T 5/77 (2024.01); G16H 30/40 (2018.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06N 3/045 (2023.01); G06T 5/77 (2024.01); G16H 30/40 (2018.01); G06T 2207/10101 (2013.01); G06T 2207/10132 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20221 (2013.01);
Abstract

A system for completing a medical image having at least one obscured region includes an input for receiving a first classification map generated using an acquired optical coherence tomography (OCT) image having at least one obscured region, the acquired OCT image acquired using an imaging system and a pre-processing module coupled to the input and configured to create an obscured region mask. The pre-processing module also generates a second classification map that has the at least one obscured region filled in. The system also includes a generative network coupled to the pre-processing module and configured to generate a synthetic OCT image based on the second classification map and a post-processing module coupled to the generative network. The post-processing module is configured to receive the synthetic OCT image and the acquired OCT image and to generate a completed image based on the synthetic OCT image and the acquired OCT image.


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