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公开(公告)号:US11636601B2
公开(公告)日:2023-04-25
申请号:US17212811
申请日:2021-03-25
Applicant: GOOGLE LLC
Inventor: Lily Hao Yi Peng , Dale R. Webster , Philip Charles Nelson , Varun Gulshan , Marc Adlai Coram , Martin Christian Stumpe , Derek Janme Wu , Arunachalam Narayanaswamy , Avinash Vaidyanathan Varadarajan , Katharine Blumer , Yun Liu , Ryan Poplin
Abstract: 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.
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公开(公告)号:US10970841B2
公开(公告)日:2021-04-06
申请号:US16325580
申请日:2017-08-18
Applicant: GOOGLE LLC
Inventor: Lily Hao Yi Peng , Dale R. Webster , Philip Charles Nelson , Varun Gulshan , Marc Adlai Coram , Martin Christian Stumpe , Derek Janme Wu , Arunachalam Narayanaswamy , Avinash Vaidyanathan Varadarajan , Katharine Blumer , Yun Liu , Ryan Poplin
Abstract: 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.
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公开(公告)号:US20230260126A1
公开(公告)日:2023-08-17
申请号:US18305789
申请日:2023-04-24
Applicant: Google LLC
Inventor: Lily Hao Yi Peng , Dale R. Webster , Philip Charles Nelson , Varun Gulshan , Marc Adlai Coram , Martin Christian Stumpe , Derek Janme Wu , Arunachalam Narayanaswamy , Avinash Vaidyanathan Varadarajan , Katharine Blumer , Yun Liu , Ryan Poplin
CPC classification number: G06T7/0016 , G16H50/30 , G16H50/20 , G06N3/044 , G06N3/08 , G01N2800/168 , G01N2800/164 , G06T2207/10016 , G06T2207/20076 , G06T2207/20081 , G06T2207/30041
Abstract: 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.
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公开(公告)号:US20210209762A1
公开(公告)日:2021-07-08
申请号:US17212811
申请日:2021-03-25
Applicant: GOOGLE LLC
Inventor: Lily Hao Yi Peng , Dale R. Webster , Philip Charles Nelson , Varun Gulshan , Marc Adlai Coram , Martin Christian Stumpe , Derek Janme Wu , Arunachalam Narayanaswamy , Avinash Vaidyanathan Varadarajan , Katharine Blumer , Yun Liu , Ryan Poplin
Abstract: 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.
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公开(公告)号:US20190180441A1
公开(公告)日:2019-06-13
申请号:US16325580
申请日:2017-08-18
Applicant: GOOGLE LLC
Inventor: Lily Hao Yi Peng , Dale R. Webster , Philip Charles Nelson , Varun Gulshan , Marc Adlai Coram , Martin Christian Stumpe , Derek Janme Wu , Arunachalam Narayanaswamy , Avinash Vaidyanathan Varadarajan , Katharine Blumer , Yun Liu , Ryan Poplin
Abstract: 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.
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