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. 13, 2026

Filed:

Aug. 04, 2023
Applicant:

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

Inventors:

Akash Anand, Bhagalpur, IN;

Shashank Jaiswal, Bangalore, IN;

Sairam Bade, Ameenabad Anathagiri Suryapet, IN;

Rakesh Barve, Bangalore, IN;

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/09 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 3/09 (2023.01); G06N 20/00 (2019.01);
Abstract

An apparatus and method for expanded cohort application of machine-learning classifier methods based on a seed data set. The apparatus comprises at least a processor configured to receive at least a labeled seed set, train an embedding model based on the seed data, determine a plurality of vector representations for both the seed set and the target data, identify commonalities between the seed vector representation and the target vector, and provide the vector training data to a supervised machine-learning application for subsequent classifications.


Find Patent Forward Citations

Anand, Akash. (2026). Apparatus and methods for expanding clinical cohorts for improved efficacy of supervised learning (U.S. Patent No. 12762418). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12762418

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

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