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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.

Patent No.:

US 12607561 B1

PDFFull Text
Date of Patent:
Apr. 21, 2026

Filed:

Oct. 14, 2020

Systems, methods and assays for outlier clustering unsupervised learning automated report (ocular)

Applicant:

University of Southern California, Los Angeles, CA (US);

Inventors:

Peter Kuhn, Los Angeles, CA (US);

Carmen Ruiz Velasco, Los Angeles, CA (US);

Shoujie Chai, Los Angeles, CA (US);

James Hicks, Los Angeles, CA (US);

Anand Ratnakar Kolatkar, Los Angeles, CA (US);

Nicholas Matsumoto, Los Angeles, CA (US);

Rafael Nevarez, Los Angeles, CA (US);

Benjamin Ormseth, Los Angeles, CA (US);

Assignee:

University of Southern California, Los Angeles, CA (US);

Attorney:

Brooks Kushman P.C.

Primary Examiner:

Changhwa J Cheu

Int. Cl.
CPC ...
G01N 21/64 (2006.01); G01N 33/574 (2006.01); G01N 33/58 (2006.01);
U.S. Cl.
CPC ...
G01N 21/6428 (2013.01); G01N 21/6458 (2013.01); G01N 33/57492 (2013.01); G01N 33/582 (2013.01); G01N 2021/6439 (2013.01); G01N 2333/4742 (2013.01); G01N 2333/70589 (2013.01); G01N 2333/70596 (2013.01);
Abstract

A system for identification of a biological structure present in a liquid biopsy sample is provided. The system identifies common biological structures and rare biological structures based on their fluorescence characteristics and morphology. The identified biological structures may be used in diagnosis and treatment of a human afflicted with a disease. Examples described in this disclosure also relate to methods and assays that may be used together with the systems of this disclosure for diagnosis and treatment of a human afflicted with a disease.

Find Patent Forward Citations

Kuhn, Peter. (2026). Systems, methods and assays for outlier clustering unsupervised learning automated report (ocular) (U.S. Patent No. 12607561). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12607561

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

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