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:
Mar. 18, 2025

Filed:

Oct. 24, 2023
Applicant:

University of Pittsburgh-of the Commonwealth System of Higher Education, Pittsburgh, PA (US);

Inventors:

Srinivas C. Chennubhotla, Pittsburgh, PA (US);

Douglass L. Taylor, Pittsburgh, PA (US);

Shikhar Uttam Fnu, Pittsburgh, PA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/69 (2022.01); G06F 18/21 (2023.01); G06F 18/211 (2023.01); G06V 10/26 (2022.01); G06V 10/50 (2022.01); G06V 10/771 (2022.01); G06V 10/776 (2022.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06V 20/698 (2022.01); G06F 18/211 (2023.01); G06F 18/217 (2023.01); G06V 10/26 (2022.01); G06V 10/50 (2022.01); G06V 10/771 (2022.01); G06V 10/776 (2022.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01); G06N 20/00 (2019.01); G06V 2201/03 (2022.01);
Abstract

A method of predicting cancer recurrence risk for an individual includes receiving patient spatial multi-parameter cellular and sub-cellular imaging data for a tumor of the individual, and analyzing the patient spatial multi-parameter cellular and sub-cellular imaging data using a prognostic model for predicting cancer recurrence risk to determine a predicted cancer recurrence risk for the individual, wherein the joint prognostic model is based on spatial correlation statistics among features derived for a plurality of intra-tumor spatial domains from spatial multi-parameter cellular and sub-cellular imaging data obtained from a plurality of cancer patients.


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