Contour ProtegeAI
MIM Software Inc.Contour ProtégéAI is a software tool that assists trained medical professionals by automatically creating contours on CT and MR medical images using machine-learning algorithms. It helps in quantitative analysis, adaptive therapy, image segmentation of various anatomical regions including prostate via MR images, and supports radiation therapy treatment planning. The contours can be reviewed and edited with appropriate visualization software.
Intended Use
Contour ProtégéAI is an accessory to MIM software. It includes processing components to allow the contouring of anatomical structures using machine-learning-based algorithms automatically. Appropriate image visualization software must be used to review and, if necessary, edit results automatically generated by Contour ProtégéAI. Contour ProtégéAI is not intended to detect or contour lesions.
Technology
Contour ProtégéAI automatically creates contours on medical images through machine-learning algorithms. It runs on Windows, Mac, and Linux as a server-based or local application and supports deployment via MIMcloud or local servers/workstations.
Performance
Neural network models for CT and MR were trained on external datasets and tested to calculate Dice coefficients for anatomical structure segmentation. The performance was equivalent or better than the MIM Maestro atlas segmentation reference device, showing statistical equivalence or superiority in contour accuracy.
Predicate Devices
No predicate devices specified
Device Timeline
- 1
Submission
3/3/2021
7 months - 2
FDA Approval
10/20/2021
Other devices from MIM Software Inc.
- MIM – Symphony HDR Fusion2024 • 510K
- Contour Prot�g�AI2023 • 510K
- Contour Prot�g�AI2023 • 510K
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