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Patent drawing for Structuring free text medical reports with forced taxonomies
US 10,692,602 B1
Image processing US 10,692,602 B1 Expired

Structuring free text medical reports with forced taxonomies

This invention describes a medical device that uses advanced computer vision, specifically a type of artificial intelligence called a convolutional neural network, to analyze medical scans like X-rays or MRIs. It's designed to automatically spot abnormalities and create reports using a predefined set of labels. The system can also compare its findings with a human expert's report and resolve any differences based on its structured labeling system.

Why it matters: Filed when deep learning was emerging. Today, advanced CNN architectures and specialized hardware offer significantly improved diagnostic accuracy and speed, making the system more viable.

Status
ExpiredProtection ended and was never renewed
How hard to build
SpecializedAdvanced machine learning software, medical imaging integration

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