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US 2025/0029709 A1Published application
Systems and methods for processing images of slides to automatically prioritize the processed images of slides for digital pathology
AssigneePaige.AI, Inc.
InventorsRan GODRICH, Jillian SUE, Leo GRADY, Thomas FUCHS
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Abstract
Systems and methods are disclosed for processing digital pathology images, prioritizing the digital pathology images, and outputting a sequence of the digital pathology images based on the prioritization. The prioritization may be determined by a machine learning model trained to determine prioritization values based on various criteria. For example, the machine learning may generate biomarker expression information and determine prioritization values based on the generated information.
Claims19
A computing device comprising:
- at least one memory;
- and
- at least one processor;
- wherein the at least one processor configured to:
- perform a first analysis on a plurality of digital pathology images using a machine learning model,
- generate first biomarker expression information about the digital pathology images based on the first analysis,
- determine prioritization values of the digital pathology images on which the first analysis was performed, and
- control a display device to output the digital pathology images based on the prioritization values.
5 more elements
A method comprising:
- performing a first analysis on a plurality of digital pathology images using a machine learning model;
- generating first biomarker expression information about the digital pathology images based on the first analysis;
- determining prioritization values of the digital pathology images on which the first analysis was performed;
- and
- outputting the digital pathology images based on the prioritization values.
2 more elements
Dependencies are inferred from the claim text.