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:
Dec. 24, 2024
Filed:
Feb. 01, 2022
Pathai, Inc., Boston, MA (US);
Jason Ku Wang, Los Angeles, CA (US);
Maryam Pouryahya, Bethesda, MD (US);
Kenneth K. Leidal, Melrose, MA (US);
Oscar M. Carrasco-Zevallos, Somerville, MA (US);
Ilan Wapinski, Brookline, MA (US);
Amaro Taylor-Weiner, Brooklyn, NY (US);
PathAI, Inc., Boston, MA (US);
Abstract
Techniques for classifying biomedical image data using a graph neural network are disclosed. In one particular embodiment, the techniques may be realized as a method for classifying biomedical image data comprising generating an annotated representation of biomedical image data; identifying a plurality of pixel clusters based on the biomedical image data; constructing a graph based on the plurality of pixel clusters; determining at least one biomedical feature for at least one node of the graph based on the annotated representation of the biomedical image data; and processing a graph neural network to classify the biomedical image data based on the at least one biomedical feature.