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This invention describes a computer system designed to analyze digital images. It uses two artificial intelligence programs: one to pinpoint specific areas of interest within an image, and another to categorize the objects found in those areas. Although broadly applicable, the system is specifically tailored for examining digital images of gastrointestinal tissue to identify and characterize structures like crypts.
Why it matters: Filed in 2022, the intervening years have seen significant advancements in deep learning frameworks and computational efficiency for image analysis. This makes the development and deployment of specialized AI models for medical image segmentation and classification, as described, potentially more streamlined and powerful today.
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