Invention Grant
- Patent Title: Systems and methods for processing electronic images
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Application No.: US17530028Application Date: 2021-11-18
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Publication No.: US11456077B2Publication Date: 2022-09-27
- Inventor: Ran Godrich , Jillian Sue , Leo Grady , Thomas Fuchs
- Applicant: PAIGE.AI, Inc.
- Applicant Address: US NY New York
- Assignee: PAIGE.AI, Inc.
- Current Assignee: PAIGE.AI, Inc.
- Current Assignee Address: US NY New York
- Agency: Bookoff McAndrews, PLLC
- Main IPC: G06T7/00
- IPC: G06T7/00 ; G06N20/00 ; G16H50/20 ; G16H70/60 ; G16H40/20 ; G16H10/40 ; G16H30/40 ; G16H70/20 ; G16B40/20 ; G06K9/62

Abstract:
An image processing method including identifying, using a machine learning system, an area of interest of a target image by analyzing microscopic features extracted from multiple image regions in the target image, the machine learning system being generated by processing a plurality of training images each comprising an image of human tissue and a diagnostic label characterizing at least one of a slide morphology, a diagnostic value, a pathologist review outcome, and an analytic difficulty; determining, using the machine learning system, a probability of a target feature being present in the area of interest of the target image based on an average probability; and determining, using the machine learning system, a prioritization value, of a plurality of prioritization values, of the target image based on the probability of the target feature being present in the target image.
Public/Granted literature
- US20220076416A1 SYSTEMS AND METHODS FOR PROCESSING ELECTRONIC IMAGES Public/Granted day:2022-03-10
Information query