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:
Apr. 28, 2020
Filed:
May. 11, 2015
Siemens Aktiengesellschaft, Munich, DE;
Ali Kamen, Skillman, NJ (US);
Shanhui Sun, Princeton, NJ (US);
Terrence Chen, Princeton, NJ (US);
Tommaso Mansi, Plainsboro, NJ (US);
Alexander Michael Gigler, Untermeitingen, DE;
Patra Charalampaki, Leverkusen, DE;
Maximillian Fleischer, Höhenkirchen, DE;
Dorin Comaniciu, Princeton Junction, NJ (US);
Other;
Abstract
Systems and methods for image classification include receiving imaging data of in-vivo or excised tissue of a patient during a surgical procedure. Local image features are extracted from the imaging data. A vocabulary histogram for the imaging data is computed based on the extracted local image features. A classification of the in-vivo or excised tissue of the patient in the imaging data is determined based on the vocabulary histogram using a trained classifier, which is trained based on a set of sample images with confirmed tissue types.