PROCESSING FUNDUS IMAGES USING MACHINE LEARNING MODELS

PROCESSING FUNDUS IMAGES USING MACHINE LEARNING MODELS

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 ima...

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Hauptverfasser: VARADARAJAN, Avinash Vaidyanathan, LIU, Yun, STUMPE, Martin Christian, WU, Derek Janme, NELSON, Philip Charles, GULSHAN, Varun, POPLIN, Ryan, WEBSTER, Dale R, BLUMER, Katharine, PENG, Lily Hao Yi, CORAM, Marc Adlai, NARAYANASWAMY, Arunachalam
Format: Patent
Sprache:eng ; fre ; ger
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Zusammenfassung: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.