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Simpleware Auto Segmentation Tools
AI-Powered Segmentation and Landmarking
Speed up segmentation processes with Simpleware anatomy-specific auto segmentation tools for ankle, CMF, heart, hip, knee, shoulder, and spine data. The Machine Learning (ML) algorithm automatically detects regions of interest and identifies common key landmarks. Use Simpleware auto segmentation tools to accelerate your image to model workflows and produce results with one mouse click.
Why Use Simpleware Auto Segmentation Tools?
- Fully automated: One-click solution eliminates hours spent on tedious manual processes.
- Fast and effective: Get results in 1-3 minutes on a standard engineering specification laptop.
- Accurate and reliable: Simpleware ML algorithms are trained by experts and verified by clinical professionals.
- Secure: Protect your patient data on your local hardware, avoiding the need to transfer confidential data onto servers outside of your control.
- Consistent and repeatable: Eliminate inconsistencies between users and the need for multiple reviews.
- Scalable: Boost your throughput, and efficiently process large numbers of datasets 20 - 50 times faster.
- Less Segmentation - More Innovation: Free up engineering time for more complex and high value tasks.
Anatomy-Specific Auto Segmentation with Simpleware
Ankle CT
- Fully automatic AI segmentation of both left and right ankle
- Segmentation from CT scans includes: Talus, Calcaneus, Tibia, Fibula
- Automatically identifies common landmarks for: ankle center, fibular notch, lateral and medial malleolus
Craniomaxillofacial (CMF) CT
- Fully automatic AI segmentation of CMF regions
- Segmentation from CT scans includes: Skull, Mandible, Teeth, Cervical Spine, Airways, Ear Canal, Cranial Cavity, Eyes and Optic Nerves
- Automatically identifies anatomical landmarks on bony structures
- AI technology also used to automatically fill in the thin bone region of the orbits
Heart CT
- Fully automatic AI segmentation of hearts
- Segments blood pool cavities and selected muscle tissue as well as identifying common key landmarks
- Heart segmentation from CT scans includes: left and right Atriums and Ventricles, Aorta, Pulmonary Artery, Myocardium, and Coronary Arteries
- Landmarks placed on Aorta Commissure, Coronary Cusp, Coronary Ostium, Tricuspid Valve, Inferior & Superior Vena Cava Ostium, Left & Right Ventricle, Atrial Appendages.
Heart Valve Analysis
- Efficient analysis of heart valve location and dimensions
- Compute key centerlines, plane and measurements characterizing the Aortic, Mitral, Tricuspid and Pulmonary Valves
- Generate: Cusp locations (Aorta), Valve planes (All), Ostia distances (to Aorta valve plane), Aorta Sinus Valsalva (diameter and plane), Aorta Sinotubular junction (diameter and plane), Ascending aorta (diameter and plane), and Aortic and Pulmonary artery centerlines
Hip CT
- Anatomy-specific automated segmentation for Hip region
- Segmentation from CT scans includes: Proximal Femurs, Pelvis and Sacrum
- Automatically identifies common landmarks on Pelvis, Coccyx, and Femurs
Hip Revision CT
- Fully automatic AI segmentation of the hip region
- Deals with images with severe metal artifacts
- Segmentation from CT scans includes: Proximal Femurs, Pelvis, Sacrum and Hip Implants
- Automatically identifies common landmarks on Pelvis, Coccyx, and Femurs
Knee CT
- Fully automatic AI segmentation of both left and right knees
- Segmentation from CT scans includes: Femur, Tibia, Fibula, Patella, and Fabella if present
- Automatically identifies common landmarks on: Femur, Tibia, Patella and Fibula
Knee MRI
- Fully automatic AI segmentation of both left and right knees
- Segmentation from MRI scans (PD weighted Sag/Cor, T2 Cor) includes: Femur, Tibia, and associated cartilage, Patella, Fibula
- Automatically identifies common landmarks on Femur and Tibia
Shoulder CT
- Fully automatic AI segmentation of shoulders
- Segmentation from CT scans includes: Humerus, Scapula, and Clavicle
- Automatically identifies anatomical landmarks for: Humerus, Scapula, and Clavicle
Spine CT
- Fully automatic AI segmentation of the spine
- Segmentation from CT scans includes: any part of the spine and sacrum
External AI Models
NVidia MONAI Bundles
- Import and run externally trained AI segmentation models using MONAI Bundles
- From the MONAI Model Zoo or user-trained
TotalSegmentator
- Run the popular open-source AI models from TotalSegmentator for full body segmentation
- Access either CT or MRI models
The Auto Segmentation tools on this page are intended for non-clinical research use only, and have not been cleared for use as a medical device in accordance with U.S. Food & Drug Administration (FDA) 510(k) or European Union CE marking standards.
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Working with Different Anatomies or Non-Medical Image Data?
Harness the power of our expert engineering knowledge and AI/ML to create an automated solution purpose-built for your needs.
Our team will use problem-specific data, and work with you to deliver a fully customized solution for your current processes.
Other Tools and Features in Simpleware Software
Simpleware software provides an extensive selection of 3D image processing, analysis, and model generation tools for working with image data. Check out the all the other features:
FAQs
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