Illustrative backlit atrium scene with a woman demonstrating dental segmentation on a Medicalholodeck display to two doctors, with two standing VR users softly out of focus in the background.
Illustrative training scene with dental segmentation and VR.
Medicalholodeck AI

Medical imaging.
Powered by AI.

Turn CT and MRI into segmented 3D anatomy with medical AI. Cloud or local.

The product

One AI platform.
Multiple ways to run it.

Medicalholodeck AI combines medical imaging models, segmentation and spatial visualization in one integrated platform – available in the cloud, locally on dedicated AI hardware, or as an enterprise deployment.

Input
DICOM
Medical imaging data becomes the starting point
AI
Multi-model
TotalSegmentator, MONAI and additional models
Deployment
Local + Cloud
Choose the infrastructure that fits your workflow
Visualization
Spatial
Use AI results across Medicalholodeck displays and VR
Deployment architecture

Local. Cloud. Enterprise.

Medicalholodeck AI is the same platform across different infrastructure models. Choose based on privacy, scale, IT policy and workflow requirements.

Local

AI inside your institution.

Run supported AI models on local infrastructure. Confirm model availability and hardware requirements for your deployment with our team.

Infrastructure Compatible local GPU systems
Best for Local processing, controlled environments
Integration Medicalholodeck + institutional network
Cloud

Fastest to deploy.

Use Medicalholodeck AI without dedicated local AI hardware. Suitable for education, research and distributed teams.

Infrastructure Medicalholodeck Cloud
Best for Fast rollout, flexible access
Hardware No dedicated AI server required
Enterprise

Built around your IT.

Deploy across centralized GPU systems, private cloud or institution-specific infrastructure.

Infrastructure Private / centralized
Best for Hospitals, large universities, networks
Integration Custom IT and security architecture

Choose how you use Medicalholodeck AI.

LOCAL DEPLOYMENT

Medical AI.
In your institution.

Run supported AI models on local GPU infrastructure, integrated with your institutional network.

We help you define the right setup—from model selection and hardware requirements to integration.

NVIDIA DGX Spark desktop AI computer
NVIDIA DGX Spark
Talk to a specialist
  1. Medical imagingCT / MRI · DICOM
  2. Medicalholodeck AILocal GPU processing
  3. Segmented anatomyReview and visualize in Medicalholodeck
Medical imaging workflow

From scan to segmentation to spatial anatomy.

Import the medical image, choose a model, generate the segmentation, inspect the result and continue in Medicalholodeck.

  1. 01

    Import

    Load supported CT or MRI data.

  2. 02

    Select Model

    Choose the AI segmentation task for the dataset.

  3. 03

    Segment

    Generate anatomical segmentations.

  4. 04

    Inspect

    Review the segmentation result in Medicalholodeck.

  5. 05

    Visualize

    Use the result in 2D, glasses-free 3D or VR, or export STL for 3D printing.

From medical imaging to segmented anatomy in Medicalholodeck.
AI model layer

TotalSegmentator + MONAI.
One Medicalholodeck workflow.

Medicalholodeck AI brings broad anatomical segmentation and specialized medical imaging models into one interface. Select the task, run inference and inspect the result in Medicalholodeck.

Broad anatomical segmentation.

A broad family of CT and MRI segmentation tasks for automatically separating organs, bones, vessels, cavities, muscles and other anatomical structures.

Whole-body CT and MR workflowsSpecialized anatomical segmentation tasksOptional high-resolution and research modules

Specialized medical imaging models.

MONAI bundles add task-specific medical imaging AI to the same Medicalholodeck workflow – from whole-body CT and whole-brain MRI to pancreas, prostate and interactive annotation.

CT and MRI model bundlesWhole-body, neuro, abdominal and organ-specific tasksExtensible toward third-party and institution-developed models

This is a selection of model workflows. Cloud availability does not imply local availability; confirm supported models and versions for your deployment.

TotalSegmentator functions

Explore selected segmentation tasks. Availability depends on the model and deployment.

Model / taskModalityWhat it segmentsAvailability
TotalCT117 main anatomical classesCloud
Total (MR)MRIMain anatomical structures; class count depends on the integrated model versionCloud
Lung vesselsCTLung vessels, trachea and bronchiCloud
BodyCTBody, trunk, extremities and skinCloud
Body (MR)MRIBody trunk and extremitiesCloud
Vertebrae (MR)MRISacrum and vertebrae C1–C7, T1–T12 and L1–L5Cloud
Cerebral bleedCTIntracerebral hemorrhageCloud
Hip implantCTHip implant segmentationCloud
Pleural + pericardial effusionCTPleural and pericardial effusionsCloud
Head glands + cavitiesCTEyes, lenses, optic nerves, salivary glands, pharyngeal regions, nasal cavity, auditory canals and palatesCloud
Liver segments (MR)MRILiver segments 1–8Cloud
Craniofacial structuresCTMandible, skull, head, maxillary and frontal sinuses, upper and lower teethAsk about availability
Abdominal musclesCTMajor chest, abdominal and back muscle groupsAsk about availability
Teeth + dental structuresCT / CBCTJawbones, canals, sinuses, crowns, bridges, implants, individual teeth and pulp structuresAsk about availability
Trunk cavitiesCTAbdominal cavity, thoracic cavity, pericardium and mediastinumAsk about availability
Additional TotalSegmentator modules can be offered depending on license and intended use, including high-resolution heart chambers, appendicular bones and selected research-only models.

MONAI functions

Explore selected MONAI model workflows.

Model / taskModalityWhat it segmentsAvailability
Whole Body CT SegmentationCT104 anatomical classes at 1.5 mm workflow resolutionCloud
Whole Brain – Large UNESTMRI T1133 brain structuresCloud
Swin UNETR BTCVCT13 abdominal organsCloud
Pancreas CT – DiNTSCTPancreas and tumor segmentationCloud
Prostate MRI AnatomyMRI T2Prostate zonesCloud
Spleen CTCTSpleen segmentationCloud
Spleen DeepEditCTInteractive spleen segmentation / annotation workflowCloud
MONAI uses a bundle-based model ecosystem, making it suitable for adding specialized and institution-developed medical imaging models. Individual model licenses and intended-use restrictions remain applicable.

Segmentation workflow functions

Open to see what happens after inference.

FunctionEnvironmentDescriptionStatus
Segment toggleMedicalholodeckShow, hide and isolate automatically segmented anatomical structures and groups.Included
Local AI segmentationLocal GPU infrastructureRun supported models on compatible local infrastructure; confirm the deployment requirements with our team.Confirm deployment
Segmentation smoothingDesktop / PC-VRSmooth segmented regions for cleaner surfaces and improved 3D visualization.Supported
Segmentation to meshMedicalholodeckConvert AI-generated segmentations into 3D structures for visualization, editing and export workflows.Supported
See it in action

From scan to segmented anatomy.

Follow the workflow from medical imaging to AI-generated segmentation and spatial visualization.

Imaging, segmentation and TeamXR

Heart workflow

Dental workflow

Workflow illustrations

Show the result.

Explore segmented anatomy in Medicalholodeck: review patient-specific structures, inspect 3D anatomy and view the results spatially.

Platform principle

Not one AI model.
A medical AI platform.

One workflow, from imaging to anatomy

Medicalholodeck brings TotalSegmentator and MONAI model workflows into one interface. The platform connects model selection and segmentation with the work that comes before and after: opening medical imaging, inspecting anatomical structures and preparing the result for visualization.

Choose the model. Review the result.

Start with your dataset and choose a supported segmentation task. Different models address different structures and imaging tasks, so the choice depends on what you want to examine and what the model supports. Once segmentation is complete, review the extracted structures alongside the original volume. This gives the result its anatomical context and helps you assess whether it is useful for the task at hand.

Explore anatomy for training and research

From there, the same segmented anatomy can be explored in 2D, on a glasses-free 3D display or in VR. A training session can move from an overview of the scan to a closer examination of individual structures. Research teams can use these views to inspect their imaging and discuss the segmentation results together.

Take the next step into 3D printing

When a physical model would help, export the segmented anatomy as STL for 3D printing. The model still needs to be checked and prepared for the intended print. The value of the platform is this continuity: AI segmentation becomes part of an imaging workflow that leads to inspection, discussion and practical use of the anatomy.

Spatial visualization

AI results become spatial.

Use AI-generated anatomy across the Medicalholodeck display and VR environment.

Illustration of an instructor and students reviewing dental AI segmentation on a large touch display.
Illustration of two professionals reviewing dental AI segmentation on a desktop monitor.

Desktop

Review medical images and AI-generated structures on a conventional display.

Illustration of a Barco Eonis 3D display showing dental AI segmentation in Medicalholodeck.

Glasses-Free 3D

View anatomy with spatial depth directly on a compatible 3D display.

Illustration of a standalone VR headset and controllers on a library desk.

VR

Inspect AI-generated anatomy in standalone VR or PC-VR.

Illustration of an educator using a large interactive dental AI display.

Interactive Displays

Use AI-generated anatomy on large-format touch displays.

Segmentation to mesh

Pixels become anatomy.

Convert AI-generated DICOM segmentations into 3D structures that can be visualized, edited and exported.

Use cases

Medical AI for
training and research.

Illustration of a medical training group exploring dental AI segmentation with a touch display and VR headset.

Training

Turn real medical imaging into understandable spatial anatomy for training and simulation.

Illustration of two colleagues discussing dental AI segmentation at a workstation.

Research

Accelerate medical imaging workflows and explore AI-generated anatomy spatially.

AI ecosystem

Have a medical AI model?
Bring it to Medicalholodeck.

Medicalholodeck provides the medical imaging and spatial visualization layer around your AI.

YOUR MODEL
↓
MEDICALHOLODECK AI
↓
MEDICAL IMAGING
↓
MEDICALHOLODECK
↓
2D · GLASSES-FREE 3D · VR
Medicalholodeck AI

Medical imaging. AI.
Spatial visualization.

Bring medical-image AI into your Medicalholodeck workflow – in the cloud or on dedicated local AI hardware.