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:
Feb. 18, 2025

Filed:

Aug. 19, 2024
Applicant:

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

Inventors:

Murali Aravamudan, Andover, MA (US);

Ajit Rajasekharan, West Windsor, NJ (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06T 7/00 (2017.01); G06T 7/73 (2017.01); G16H 50/70 (2018.01);
U.S. Cl.
CPC ...
G06T 7/0016 (2013.01); G06T 7/74 (2017.01); G16H 50/70 (2018.01); G06T 2200/24 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30052 (2013.01);
Abstract

An apparatus method for leveraging a repository of images containing implant devices in a human body are disclosed. The apparatus includes at least a processor and a memory communicatively connected to the at least a processor, wherein the memory contains instructions configuring the at least a processor to receive a plurality of sets of historical subject data, classify the plurality of sets of historical subject data into one or more implant cohorts, generate implant training data using the plurality of sets of classified historical subject data in the one or more implant cohorts, train an implant machine-learning model using the implant training data, receive an inquiry datum from a user, wherein the inquiry datum includes current subject data and generate an output datum as a function of the inquiry datum using the trained implant machine-learning model.


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