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Cleerly Cardiovascular Plaque Analysis Patent, Apr 14

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Summary

The USPTO granted patent US12599352B2 to Cleerly, Inc. on April 14, 2026. The patent covers systems, devices, and methods for non-invasive image-based plaque analysis and risk determination using computer vision and machine learning to identify, diagnose, characterize, treat, and track coronary artery disease. Inventors are James K. Min and James P. Earls, with 20 claims in the granted patent.

“Various embodiments described herein relate to systems, devices, and methods for non-invasive image-based plaque analysis and risk determination.”

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GovPing monitors USPTO Patent Grants - Health Informatics (G16H) for new healthcare & life sciences regulatory changes. Every update since tracking began is archived, classified, and available as free RSS or email alerts — 45 changes logged to date.

What changed

The USPTO granted patent US12599352B2 to Cleerly, Inc. on April 14, 2026. The patent covers systems, devices, and methods for non-invasive image-based plaque analysis and risk determination using computer vision or machine learning applied to coronary plaque analysis from non-invasively obtained images.

Medical device manufacturers and healthcare technology companies developing cardiovascular imaging analysis tools should be aware of this granted patent covering coronary plaque characterization methods using machine learning techniques. The patent may be relevant to freedom-to-operate analyses for similar plaque analysis or cardiac imaging analysis products.

Archived snapshot

Apr 25, 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 Grants

Systems, devices, and methods for non-invasive image-based plaque analysis and risk determination

Grant US12599352B2 Kind: B2 Apr 14, 2026

Assignee

Cleerly, Inc.

Inventors

James K. Min, James P. Earls

Abstract

Various embodiments described herein relate to systems, devices, and methods for non-invasive image-based plaque analysis and risk determination. In particular, in some embodiments, the systems, devices, and methods described herein are related to analysis of one or more regions of plaque, such as for example coronary plaque, using non-invasively obtained images that can be analyzed using computer vision or machine learning to identify, diagnose, characterize, treat and/or track coronary artery disease.

CPC Classifications

A61B 6/5217 A61B 6/032 A61B 6/503 A61B 6/504 A61B 6/507 A61B 6/5229 G06T 7/0012 G06T 7/62 G06T 2207/10081 G06T 2207/20076 G06T 2207/30048 G06T 2207/30104 G06T 2207/20084 G06T 7/11 G06V 10/22 G06V 10/26 G06V 2201/031 G16H 30/40 G16H 50/20 G16H 50/30

Filing Date

2024-02-29

Application No.

18592081

Claims

20

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Last updated

Classification

Agency
USPTO
Published
April 14th, 2026
Instrument
Rule
Branch
Executive
Legal weight
Binding
Stage
Final
Change scope
Minor
Document ID
US12599352B2

Who this affects

Applies to
Medical device makers
Industry sector
3345 Medical Device Manufacturing
Activity scope
Patent issuance
Geographic scope
United States US

Taxonomy

Primary area
Intellectual Property
Operational domain
Legal
Topics
Healthcare Medical Devices

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