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Patent drawing for Methods and systems for classification and assessment using machine learning
US 20,190,021,677 A1
Medical devices US 20,190,021,677 A1 Expired

Methods and systems for classification and assessment using machine learning

This system uses machine learning to help doctors assess patient injuries. It first determines the optimal settings for a medical scanner using machine learning, then scans the patient to create a 3D image. Machine learning then analyzes this image to detect and classify any injuries, and finally assesses how critical the injury is, specifically by calculating its volume.

Why it matters: Filed when deep learning was less mature. Advances in deep learning models and computational resources since 2017 make implementing and training such a system more feasible and accurate today.

Status
ExpiredProtection ended and was never renewed
How hard to build
SpecializedMedical imaging hardware, deep learning software

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