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. 28, 2025

Filed:

Dec. 08, 2024
Applicant:

Anumana, Inc., Cambridge, MA (US);

Inventors:

Rohit Jain, Danville, CA (US);

Anand Ramani, Fresno, CA (US);

Kappagantula Gopalakrishna Murty, Nanaimo, CA;

Yogisha H J, Bengaluru, IN;

Sanjeev Shrinivas Nadapurohit, Thane, IN;

Karthik K. Bharadwaj, Bengaluru, IN;

Leon Ptaszek, Boston, MA (US);

Assignee:

Anumana, Inc., Cambridge, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 5/00 (2006.01); A61B 5/318 (2021.01);
U.S. Cl.
CPC ...
A61B 5/7221 (2013.01); A61B 5/318 (2021.01); A61B 5/7267 (2013.01);
Abstract

An apparatus and method for validating, using user input, labeled data generated by a prediction generator. The apparatus includes at least a processor and a memory communicatively connected to the at least a processor. The processor receives at least a potential signal, generates, processed data using the at least a potential signal, trains a prediction generator on a plurality of labeled training data, wherein the plurality of labeled training data comprises the processed data associated with at least an annotation, generates, using the prediction generator, a plurality of labeled data as a function of dynamic data, displays the plurality of labeled data to a user interface of a graphical user interface, receives a user input associated with the plurality of labeled data, and retrains the prediction generator using the user input.


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