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filingDate 2021-03-19-04:00^^<http://www.w3.org/2001/XMLSchema#date>
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publicationDate 2021-09-23-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber WO-2021184129-A1
titleOfInvention Infection detection using image data analysis
abstract A method for determining a disease state prediction, relating to a potential disease or medical condition of a subject, includes accessing a set of subject images, the subject images capturing a part of a subject's body, and accessing a set of clinical factors from the subject. The clinical factors are collected by a device or a medical practitioner substantially contemporaneously with the capture of the subject images. The subject images are inputted into an image data model to generate disease metrics for disease prediction for the subject. The disease metrics generated by the image data model and the clinical factors are inputted into a classifier to determine the disease state prediction, and the disease state prediction is returned.
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