Where does Pro Surgical 3D fit into my training pipeline?

Artificial Intelligence (AI) and Machine Learning (ML) data collection, annotation, and training pipeline


Improve not only your team's efficiency, but also improve the overall quality of training databases that are used to train artificial intellegence (AI) and machine learning (ML) models for automatic processing in Healthcare.

AI & ML-Powered 3D Image Annotation: Streamline Your Workflow

Revolutionary 3D Image Segmentation: Next-Gen Speed, Precision, and Ease

3D Imaging
3D Image Segmentation
3D Image Annotation


Experience streamlined segmentation with our expert-approved machine learning algorithms, saving time and resources. Start utilizing your models sooner and reduce the amount of operator time devoted to segmentation tasks.

Easy to Learn 

Our segmentation tool offers a simple and user-friendly interface, with visual feedback and advanced features, multiplatform compatibility, and robust validation metrics, making it easy for anyone to process 3D images accurately and efficiently.


Utilize our manual, threshold, and automated annotation features to create a foundation for your models that generate consistent results. Our tool seamlessly manages large data quantities and integrates effortlessly with your existing workflows.


How does Pro Surgical 3D improve my trained models?

Improve trained models by eliminating errors with quality assurance tools


Best in class 3D labeling tools available today!

X-ray CT segmentation of bottle container

Easy to use segmentation tools

  • Manual tools to edit voxel-by-voxel: These are best for detailed revision of segmentations.
  • Auto-segmentation tool: Specify what you want and what you don't want; and let Pro Surgical 3D's built -in AI extract your objects with just a couple clicks. Less is more!
  • Threshold tool: Choose a density range to extract objects for complicated multi-valued objects.
Segmentation quality assurance analysis using statistical outliers

World-class quality assurance tools in action

  • Import pre-existing segmentations from other software easily.
  • Consistently apply annotation labels to your objects.
  • Find defects in your training data by using Pro Surgical 3D's world-class quality assurance tools.
  • Fix problematic segmentations, defects, and labeling errors easily in what you'll find is the easier and most integrated tool on the market.
  • Export your final segmentations, annotations and labels, along with meta data to feed into your existing machine learning pipelines.

See Segmentation for Pro Surgical 3D in action!

Basic Segmentation Tools:
Manual, Automatic, and Threshold
AMOS 2022 Grand Challenge
Quality Assurance Review
Airway Anatomy Segmentation Review
MRI segmentation of human brain ventricle
Quality assurance review of the AMOS 2022 Grand Challenge data
X-ray Cone Beam CT (CBCT) sagittal slice view of segmentation of human airway anatomy

Maxillo is an orbital volume computation application for use by otolaryngologists, ENTs, plastic surgeons, craniofacial surgeons, and maxillofacial researchers. It enables the use of computed tomography (CT) scans of the orbital area to be analyzed as part of diagnostics, pre-surgical planning and post-surgical analysis method.

Pro Surgical
Pro Surgical 3D

Pro Surgical 3D is a free and easy to use 3D DICOM Viewer – for surgeons and patient education. Designed for surgeons, Pro Surgical 3D makes it easy to view patient scans quickly.