SYSTEMS AND METHODS FOR USING IMAGE PROCESSING TO GENERATE INFERENCES OF BIOMARKER FOR IMMUNOTHERAPY

Methods and systems are disclosed for image process biological samples to infer biomarker values. An image of a biological sample can be accessed. The image can be segmented into a set of patches. Edge detection performed on each patch can be used to identify one or more biological features represen...

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Bibliographic Details
Main Authors KULIG, Kimary, CHANG, Huang-Wei, CIMERMANCIC, Peter, SOLINAS, Graziella, BATENCHUK, Cory
Format Patent
LanguageEnglish
French
German
Published 25.08.2021
Subjects
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Summary:Methods and systems are disclosed for image process biological samples to infer biomarker values. An image of a biological sample can be accessed. The image can be segmented into a set of patches. Edge detection performed on each patch can be used to identify one or more biological features represented by the patch. An indication of the one or more features of each patch may be used to generate one or more image level metrics. A value of a biomarker may be inferred using the one or more image level metrics. The value of the biomarker can then be output.
Bibliography:Application Number: EP20190798771