Contour Prot�g�AI
MIM Software Inc.Contour ProtégéAI by MIM Software Inc. is an AI-powered software tool that helps trained medical professionals automatically create contours of anatomical structures on CT and MRI scans. The software uses machine-learning algorithms to segment normal organs and tissues, aiding in quantitative analysis and radiation therapy planning. It is intended to improve workflow efficiency and treatment accuracy by automating tedious contouring tasks.
Intended Use
Contour ProtégéAI is an accessory to MIM software that automatically creates contours on anatomical structures in CT and MR imaging data using machine-learning-based algorithms. It supports quantitative analysis, adaptive therapy, and radiation therapy treatment planning.
Technology
Contour ProtégéAI uses neural network machine-learning algorithms trained on a large dataset of over 4000 CT images from multiple international sites. It is deployed as a server-based application supporting Linux OS and locally on Windows or Mac. The software automatically segments multiple anatomical structures in CT and MR images to generate contours for clinical use, which must be reviewed and edited as needed with visualization software.
Performance
Performance evaluation involved non-inferiority testing comparing Contour ProtégéAI segmentation results to a reference atlas segmentation device (MIM 4.1 SEASTAR). The neural network models were trained on diverse datasets excluding test subjects. Dice coefficients showed Contour ProtégéAI was equivalent or superior in segmenting numerous anatomical structures across CT images, demonstrating safety and effectiveness comparable to predicate and reference devices.
Predicate Devices
No predicate devices specified
Device Timeline
- 1
Submission
12/20/2021
1 month - 2
FDA Approval
2/3/2022
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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