Offline Processing · No Cloud Routing

DICOM to STL.

Segmented. Validated. Delivered.

Send us your CT or MRI DICOM series. Get back watertight, multi-segment STL geometry — AI-segmented across 27 anatomies, reviewed through Human-in-the-Loop QA, processed entirely on an isolated offline node.

Send a Test DICOM How It Works

Start with a no-cost evaluation — one scan, no sales call. Per-case pricing from $149. See full pricing →

The Conversion

Your DICOM goes in. Watertight STL comes out.

You Send
DICOM Series
.dcm CT MRI CBCT
We Process
AI Segmentation
Local GPU inference
Offline pipeline
HITL review
You Get
Watertight STL
.stl .nii.gz QA .png
Example Delivery Package
/ASSETS/
├── SPINE_3D_AI_SEG.nii.gz           ← NIfTI labelmap
├── SPINE_3D_Seg1_vertebra_L1.stl    ← Watertight STL per segment
├── SPINE_3D_Seg2_vertebra_L2.stl
├── SPINE_3D_Seg3_vertebra_L3.stl
└── SPINE_3D_MASK.nrrd               ← Slicer-compatible archive
/QA/
├── SPINE_3D_PREVIEW.png             ← VTK composite render
├── SPINE_3D_AXIAL.png               ← Multi-planar overlays
├── SPINE_3D_CORONAL.png
└── SPINE_3D_SAGITTAL.png
METADATA.json                        ← Processing provenance
27
Production-validated
anatomies
CT · MRI · CBCT
Modalities
accepted
0
Cloud APIs in the
processing path

Per-anatomy accuracy and turnaround figures available on request.

Anatomy Coverage

Any DICOM. 27 anatomies. Same pipeline.

Whether it's a craniofacial CBCT, a cardiac CT, or a brain MRI — send the DICOM series, tell us the target anatomy, and we route it through the correct inference engine automatically.

Musculoskeletal

Spine C1–L5 Pelvis Femur Shoulder Ribs (24) Skull / CBCT

Neurological & Cardiac

Brain (132) Brain Tumor Hippocampus Cardiac 5-Ch Aorta Pulmonary CTA

Visceral & Vascular

Liver Lung Pancreas Spleen Kidney (6) Colon Stomach Bladder Gallbladder Thyroid Adrenal Airway Hepatic Vessel Prostate Vascular
View 3D case studies for each anatomy →

Why not just use 3D Slicer?

Manual, case-by-case work Threshold-based segmentation in Slicer requires per-scan manual adjustment. Metal artifacts, thin cortical bone, and low-contrast soft tissue boundaries all require operator intervention.
Non-manifold output Slicer's default marching cubes export produces self-intersecting triangles and non-watertight geometry. You'll spend more time cleaning the mesh than creating it.
No batch capability One scan at a time. If you need 50 spines segmented by Friday, you need 50 manual sessions.

What we do differently

▹ Deep-learning segmentation — not thresholding. Trained models per anatomy that handle real-world scan artifacts.
▹ Topologically clean STL — watertight, manifold, ready for CAD/CAM, 3D printing, or navigation registration.
▹ Batch processing — 10 cases or 500. Same pipeline, same output structure, same QA layers.
▹ Offline infrastructure — segmentation runs entirely offline on an isolated GPU node; your DICOM data is never routed to third-party cloud services.
▹ Human-in-the-Loop QA — every output is reviewed with expert human sign-off. Multi-planar overlays, ISO renders, and provenance metadata delivered per case.
How to Start

Three steps, lowest commitment first.

Most teams start with a no-cost evaluation, move to per-case work once the geometry checks out, and only run a formal PoC if they need deep pipeline integration.

Step 1 · No Cost

No-Cost Evaluation

One DICOM → One STL

Send a single anonymized DICOM series — a scan your current workflow struggles with. We segment it on our local pipeline and send back the STL, NIfTI labelmap, and QA renders. No sales call.

No commitment · No sales call

Step 2 · Per Case

Per-Case Work

Pay per mesh · no license

Like the output? Send cases as you need them. Published per-case pricing, no seat license, no output cap.

Standard (single anatomy)$299
Volume (25+)$199
High-volume (100+)$149
See Full Pricing
Step 3 · Optional

Production PoC

Deep integration only

Only if you need us tightly integrated into your pipeline — custom intake, route tuning, and delivery formatted to your exact spec.

▹ Custom DICOM intake config
▹ Route + smoothing tuned to your anatomy
▹ Delivery to your exact spec
Optional PoC Fee: $2,000
Accepted Input Formats
DICOM (.dcm series) NIfTI (.nii.gz) NRRD (.nrrd) CBCT

DICOM series folders, compressed NIfTI, and NRRD volumes are all accepted. Multi-frame DICOM and zipped series both supported. If you have a format not listed, reach out — we can likely accommodate it.

How We Handle Your Data
✓ Segmentation runs offline on an isolated GPU node
✓ No third-party cloud APIs in the processing path
✓ PHI scrub on output headers before delivery
✓ BAA available for covered-entity engagements
✓ Full processing provenance in METADATA.json

PSI / OEM Buyer?

See our full pipeline architecture, coverage matrix, and integration details.

Full Pipeline →

Building Medical AI?

Need pre-segmented training data at batch scale? Our Data Partner program delivers.

Data Partners →