Contour ProtégéAI is a software tool designed to assist medical professionals by automatically creating anatomical contours on CT and MR medical images using machine learning. It supports applications such as adaptive therapy, radiation treatment planning, and management of patient images. The software requires manual review and editing of contours to ensure accuracy, improving clinical workflow efficiency and patient care.
Contour ProtégéAI is an accessory to MIM software used for the contouring of anatomical structures in imaging data using machine-learning-based algorithms automatically. It supports CT and MR modalities and requires use alongside MIM software for review and editing.
Uses machine-learning algorithms to automatically create contours on CT and MR images. Operates as a server-based application deployed on MIMcloud for data management and runs on Windows, Mac, and Linux platforms.
Performance was established through training neural networks on large multi-institutional CT and MR datasets. Testing on 286 CT and 72 MR images from independent institutions showed the device was non-inferior to predicate device contours based on Dice coefficient, meeting clinically acceptable limits.
No predicate devices specified
Submission
11/25/2019
FDA Approval
7/2/2020
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