System and Method for Direct Diagnostic and Prognostic Semantic Segmentation of Images
OwnerJohn Michael Galeotti, Gautam Rajendrakumar Gareinventors
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OwnerJohn Michael Galeotti, Gautam Rajendrakumar Gareinventors
Estimating the term…
Provided are methods including the steps of receiving, with at least one computing device, an image of a portion of a subject, assigning: with the at least one computing device and based on a machine-learning model, a label to one or more pixels of the image to generate a diagnostically segmented image: and classifying, with the at least one computing device and based on a machine-learning model, the diagnostically segmented image and the one or more pixels into at least one class to generate a classified image, wherein the classified image includes a classification label indicating a clinical assessment of the portion of the subject and wherein the one or more pixels include a clinical label indicating a diagnosis of a portion of a subject contained within each pixel, based on the diagnostically segmented image having labels assigned to each pixel of the segmented image.
A method comprising:
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A system comprising at least one computing device programmed or configured to:
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A computer program product comprising at least one non-transitory computer-readable medium including instructions that, when executed by at least one computing device, cause the at least one computing device to:
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Dependencies are inferred from the claim text.