Contour Prot�g�AI
MIM Software Inc.Contour ProtégéAI by MIM Software Inc. is a medical imaging software that assists trained medical professionals by automatically creating contours on CT and MR images using machine learning. It helps in radiation therapy by segmenting anatomical structures and specific tissues like the prostate and urethra from imaging data, improving efficiency and accuracy in treatment planning. The software works on multiple platforms and supports cloud or local deployment, allowing users to review and edit automated results for patient management and follow-up.
Intended Use
Contour ProtégéAI is an accessory to MIM software. It includes processing components to automatically contour imaging data using machine-learning based algorithms.
Technology
Contour ProtégéAI is an accessory to MIM software that automatically creates contours on medical images through machine-learning algorithms. It operates on Windows, Mac, and Linux systems, deployable on remote servers or locally, and uses trained neural network models based on a large multi-institutional dataset of CT images.
Performance
Performance testing includes non-inferiority comparison against a predicate device using Dice scores, MDA scores, and user beta testing for time savings. Validation was performed on a disjoint set of 754 images from 27 institutions covering diverse patient demographics and scanner manufacturers. Results showed equivalence or better performance than the predicate device across multiple anatomical structures and models. Localization accuracy and cumulative added path length (APL) were also assessed, supporting safety and effectiveness.
Predicate Devices
No predicate devices specified
Device Timeline
- 1
Submission
6/16/2023
4 months - 2
FDA Approval
11/8/2023
Other devices from MIM Software Inc.
- MIM – Symphony HDR Fusion2024 • 510K
- Contour Prot�g�AI2023 • 510K
- Contour Prot�g�AI2022 • 510K
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