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ML Smart Array for Healthcare Providers - Patent Application US20260100286A1

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Summary

USPTO published patent application US20260100286A1 for a machine learning smart array system for healthcare providers. Inventors Praveen Bhat Gurpur and Suchitra Joyce Phillips filed the application covering AI-driven healthcare suggestions using historical provider data and external health information sources. The A1 publication marks the application entering the examination queue.

What changed

USPTO published patent application US20260100286A1 for a machine learning smart array designed to support healthcare providers. The system receives historical data from healthcare providers and external sources, trains an AI model, and generates healthcare suggestions delivered to providers. The application covers AI-driven clinical decision support and information delivery mechanisms.

Healthcare providers and health technology developers should monitor this application as it proceeds through examination. If granted, the patent claims could affect development of similar AI-based clinical support systems. The application represents growing activity in health informatics AI patent filings but does not create immediate compliance obligations.

What to do next

  1. Monitor for patent examination updates
  2. Review claims for potential infringement concerns

Archived snapshot

Apr 10, 2026

GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.

← USPTO Patent Applications

MACHINE LEARNING BASED SMART ARRAY FOR HEALTHCARE PROVIDERS

Application US20260100286A1 Kind: A1 Apr 09, 2026

Inventors

Praveen Bhat GURPUR, Suchitra Joyce PHILLIPS

Abstract

Embodiments provide healthcare information to a plurality of healthcare providers. Embodiments receive first historical information corresponding to the plurality of healthcare providers and receive second historical information corresponding to external health care information sources. Embodiments train an artificial intelligence (“AI”) model using the first historical information and the second historical information. Embodiments receive current information corresponding to the plurality of healthcare providers and/or the external health care information sources. In response to the current information, embodiments generate one or more healthcare suggestions by the AI model and deliver the suggestions to one or more of the plurality of healthcare providers.

CPC Classifications

G16H 50/70 G16H 20/10 G16H 40/20 H04W 12/037

Filing Date

2025-05-19

Application No.

19211431

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Last updated

Classification

Agency
USPTO
Published
April 9th, 2026
Instrument
Notice
Legal weight
Non-binding
Stage
Final
Change scope
Minor
Document ID
US20260100286A1

Who this affects

Applies to
Healthcare providers Technology companies
Industry sector
5112 Software & Technology
Activity scope
Patent application filing Healthcare IT systems AI model development
Geographic scope
United States US

Taxonomy

Primary area
Intellectual Property
Operational domain
Legal
Topics
Healthcare Artificial Intelligence

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