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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.

Patent No.:

US 12685479 B1

PDFFull Text
Date of Patent:
Jul. 21, 2026

Filed:

Sep. 21, 2023

System for diagnosing barrett's esophagus and related methods

Applicant:

Erasmai Llc, Orlando, FL (US);

Inventors:

Daniel L. Franklin, Silver Plume, CO (US);

Domenico Coppola, Orlando, FL (US);

Anthony M. Magliocco, Orlando, FL (US);

Assignee:

ERASMAI LLC, Orlando, FL (US);

Attorney:

Allen, Dyer, Doppelt + Gilchrist, PA

Primary Examiner:

Sj Park

Int. Cl.
CPC ...
G06K 9/00 (2022.01); A61B 5/00 (2006.01); G06T 7/00 (2017.01); G06V 10/26 (2022.01); G06V 10/44 (2022.01); G06V 10/762 (2022.01); G06V 10/82 (2022.01); G06V 20/69 (2022.01);
U.S. Cl.
CPC ...
A61B 5/4233 (2013.01); G06T 7/0012 (2013.01); G06V 10/273 (2022.01); G06V 10/454 (2022.01); G06V 10/762 (2022.01); G06V 10/82 (2022.01); G06V 20/695 (2022.01); G06V 20/698 (2022.01); G06T 2207/10056 (2013.01); G06T 2207/20076 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30024 (2013.01); G06T 2207/30092 (2013.01); G06V 2201/03 (2022.01);
Abstract

A system is for diagnosing BE in a patient. The system includes a processor and memory, and the processor is configured to receive a WSI from an esophagus sample from the patient. The processor is configured to segment the WSI into image segments, extract features from each image segment using a CNN, and assign each image segment an attention score based upon the features. The processor is also configured to filter the image segments based upon the attention score of each image segment, and generate a BE metric value for the patient based upon the filtered image segments. The BE metric value indicates a probability that tissue with a propensity to progress to BE exists within the WSI.

Find Patent Forward Citations

Franklin, Daniel. (2026). System for diagnosing barrett's esophagus and related methods (U.S. Patent No. 12685479). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12685479

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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