Contour Prot�g�AI
MIM Software Inc.Contour ProtégéAI is a medical imaging software accessory designed to assist trained medical professionals by automatically creating anatomical contours on CT and MR images using machine learning. It helps in radiation therapy planning by segmenting various body structures, including the prostate and pelvic organs, enabling quantitative analysis, adaptive therapy, and patient follow-up. Results generated by the AI can be reviewed and edited to ensure accuracy.
Intended Use
Accessory to MIM software to automatically contour anatomical structures in CT and MR images using machine-learning algorithms, supporting tasks like adaptive therapy, radiation therapy planning, and follow-up management. Results must be reviewed and edited if necessary.
Technology
Software accessory to MIM software that employs machine-learning neural network models to automatically generate contours on medical images. Supports server-based, cloud, and local deployment on Windows, Mac, and Linux platforms.
Performance
Trained with a diverse dataset of 326 CT images from 37 clinical sites worldwide, the software's neural network models were evaluated on 819 independent images across 10 institutions. The performance was measured using the Dice coefficient and showed equivalence or superiority compared to predicate atlas-based segmentation software. Preliminary user evaluation showed comparable time-saving efficiency.
Predicate Devices
No predicate devices specified
Device Timeline
- 1
Submission
12/16/2022
3 months - 2
FDA Approval
4/6/2023
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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