Fields Medical imaging AI

Medical Imaging AI

Medical imaging AI, from scan to treatment plan

CBCT and DICOM images and clinical records, joined in one 3D workflow: structure exploration, implant planning, guide review and surgical simulation. Patient files never leave the browser.

See related solutions

Scattered images in one place, complex plans at a glance

One tool, one uninterrupted flow

CBCT, intraoral scans, X-rays and periodontal records scattered across tools, brought into a single workflow.

Patient files stay in the browser

Image files are processed only in the browser and never sent to a server, so data-security requirements are met by design.

3D that is easy to read

Per-structure visibility and opacity and ten views, including occlusal, both arches unfolded and along the implant axis, make complex anatomy readable.

Plans that are easy to explain

Step-by-step 3D simulation and a printable plan let you show the treatment plan to patients and colleagues.

From scan to plan

Image inputDICOM single-frame series · NIfTI · STL/OBJ/PLY surfaces · X-ray images
3D reconstructionSurface extraction from a CT threshold (Marching Cubes), web 3D rendering
Anatomy70 structures, including teeth, pulp, upper and lower jaws, mandibular canals and the maxillary sinus floor
Treatment planningImplant position, size and tilt; approximate clearance to key structures; rule-based geometric drafts
Review and sharingConcept guide geometry, CAD reference package (STL/OBJ), step-by-step surgical simulation, HTML plan
Vision AIVideo processing built on real-time object detection and segmentation

From problem to handover, in four steps

  1. 1Define

    Agree the image types, the clinical workflow and the validation criteria up front.

  2. 2Design the workflow

    Design the flow from image input to planning and review, built on proven solutions.

  3. 3Integrate and validate

    Connect to existing imaging devices and record systems, and validate on your data.

  4. 4Hand over

    Hand over code and documentation so your own staff can run it.

Frequently asked questions

Which image formats can it handle?

DICOM single-frame series, NIfTI, STL, OBJ and PLY surface files, and X-ray images. Other formats are added as the problem requires.

Are patient images sent anywhere?

No. The system can be designed to process image files only in the browser, without sending them to a server.

What about medical-device regulatory approval?

Clinical use requires medical-device regulatory approval after deployment. The solution becomes the customer’s own product, so the approval is obtained directly in the customer’s own name.

Does it apply beyond dentistry?

The DICOM-based 3D exploration, reconstruction and planning flow applies to other clinical areas too. Scope is reviewed together when the problem is defined.

Talk to us

Tell us the images and the clinical workflow.