PROCESSING FUNDUS IMAGES USING MACHINE LEARNING MODELS

Patent №

US 11,636,601

Granted

2023-04-25

Filed 2021

Owner

GOOGLE LLC

AI components

4

ml · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17212811

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for processing fundus images using fundus image processing machine learning models. One of the methods includes obtaining a model input comprising one or more fundus images, each fundus image being an image of a fundus of an eye of a patient; processing the model input using a fundus image processing machine learning model, wherein the fundus image processing machine learning model is configured to process the model input comprising the one or more fundus image to generate a model output; and processing the model output to generate health analysis data.

Machine learningVisionKnowledge representationAI hardwareG06T 7/0016G06N 3/0442G06N 3/0464G06N 3/09G16H 50/20G16H 50/30G01N 2800/164G01N 2800/168+4 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.79
Natural language0.34
Planning0.17
Evolutionary computation0.13
Speech0.00

Ownership

GOOGLE LLC

assignment · 557280583

Assignors

PENG, LILY HAO YI, WEBSTER, DALE R., NELSON, PHILIP CHARLES, GULSHAN, VARUN, CORAM, MARC ADLAI, STUMPE, MARTIN CHRISTIAN, WU, DEREK JANME, NARAYANASWAMY, ARUNACHALAM, VARADARAJAN, AVINASH VAIDYANATHAN, BLUMER, KATHARINE, LIU, YUN, POPLIN, RYAN

On an employer assignment, the assignors are typically the inventors.

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