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:
Dec. 13, 2022

Filed:

Jul. 28, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Stephen Michael Moore, Melbourne, AU;

Sergiy Zhuk, Dublin, IE;

Seshu Tirupathi, Dublin, IE;

Michele Gazzetti, Dublin, IE;

Pol MacAonghusa, Carbury, IE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 1/20 (2006.01); G06K 9/62 (2022.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G06K 9/6267 (2013.01); G06T 1/20 (2013.01); G06T 7/0012 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/10064 (2013.01);
Abstract

In an approach for classifying regions of tissue captured in multispectral videos into medically meaningful classes using GPU accelerated perfusion estimation, a processor receives one or more multispectral videos of a subject tissue of a patient. A processor extracts one or more fluorescence time series profiles from the one or more multispectral videos. A processor estimates one or more sets of perfusion parameters based on the one or more fluorescence time series profiles. A processor inputs one or more feature vectors into a classifier, wherein the one or more feature vectors are derived the one or more sets of perfusion parameters. A processor receives a classification result for each of the one or more feature vectors, wherein the classification result comprises a set of medically relevant labels for each of the one or more feature vectors with a level of certainty for each label of the set of medically relevant labels.


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