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.:
Date of Patent:
Mar. 30, 2021
Filed:
Nov. 22, 2016
Method of non-invasive detection of tumour and/or healthy tissue and hyperspectral imaging apparatus
Universidad DE Las Palmas DE Gran Canaria, Las Palmas de Gran Canaria, ES;
Gustavo Marrero Callicó, Las Palmas de Gran Canaria, ES;
Himar Antonio Fabelo Gómez, Las Palmas de Gran Canaria, ES;
Samuel Ortega Sarmiento, Las Palmas de Gran Canaria, ES;
Bogdan Stanciulescu, Paris, FR;
Kiran Bangalore Ravi, Paris, FR;
UNIVERSIDAD DE LAS PALMAS DE GRAN CANARIA, Las Palmas de Gran Canaria, ES;
Abstract
A method of non-invasive detection of tumor and/or healthy tissue using hyperspectral imaging is provided. The method includes determining a pixel-wise classification of a hyperspectral image obtained from a target tissue by implementing a machine learning approach fed with hyperspectral data of at least one pixel. The method further includes performing a segmentation of the hyperspectral image by grouping pixels into at least one cluster based on the hyperspectral data of each pixel. The same classification is assigned to all the pixels belonging to the same cluster, so that each cluster is associated with a certain classification.
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