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:
May. 09, 2023
Filed:
Sep. 25, 2020
Case Western Reserve University, Cleveland, OH (US);
The Cleveland Clinic Foundation, Cleveland, OH (US);
Anant Madabhushi, Shaker Heights, OH (US);
Catherine Jayapandian, Strongsville, OH (US);
Yijiang Chen, Cleveland, OH (US);
Andrew Janowczyk, East Meadow, NY (US);
John Sedor, Shaker Heights, OH (US);
Laura Barisoni, Durham, NC (US);
Case Western Reserve University, Cleveland, OH (US);
The Cleveland Clinic Foundation, Cleveland, OH (US);
Abstract
Embodiments discussed herein facilitate segmentation of histological primitives from stained histology of renal biopsies via deep learning and/or training deep learning model(s) to perform such segmentation. One example embodiment is configured to access a first histological image of a renal biopsy comprising a first type of histological primitives, wherein the first histological image is stained with a first type of stain; provide the first histological image to a first deep learning model trained based on the first type of histological primitive and the first type of stain; and receive a first output image from the first deep learning model, wherein the first type of histological primitives is segmented in the first output image.