Technology

Full-Stack AI Digital Dentistry: from data capture and multimodal analysis to diagnosis and treatment design

Full-Stack AI Digital Dentistry

Covers the full technology chain from data capture and multimodal analysis to diagnosis and treatment design, with a series of research outputs published in leading journals and conferences.

Full-stack AI digital dentistry capability and validated research results

Multimodal Digital Oral Data

Supports capture and analysis across four mainstream digital dentistry data modalities

Full-stack AI digital dentistry capability and validated research results

CBCT

  • 3D volumetric data
  • Radiation dose: 180-2100 μSv
  • Resolution: 0.3-1.0 mm
  • 3D information of crowns, roots, and bone
Full-stack AI digital dentistry capability and validated research results

Full-stack AI digital dentistry capability and validated research results

  • 3D surface data
  • No radiation
  • Resolution: 0.008-0.02 mm
  • 3D information of crowns and gingiva
Full-stack AI digital dentistry capability and validated research results

Full-stack AI digital dentistry capability and validated research results

  • 2D image
  • Radiation dose: 2.7-23 μSv
  • Resolution: ~0.05 mm
  • 2D information of crowns and roots
Full-stack AI digital dentistry capability and validated research results

RGB imaging

  • 2D image
  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
  • Suitable for mobile capture

Core Technology Modules

Eight technology capabilities covering the full oral AI chain

Data Capture · 01

Sparse-view CBCT 3D reconstruction

Full-stack AI digital dentistry capability and validated research results

  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
Published in: TMI / IPMI
Full-stack AI digital dentistry capability and validated research results
Full-stack AI digital dentistry capability and validated research results

Full-stack AI digital dentistry capability and validated research results

Full-stack AI digital dentistry capability and validated research results

  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
Published in: MICCAI
Full-stack AI digital dentistry capability and validated research results
Multimodal Analysis · 03

CBCT tooth and bone segmentation

Full-stack AI digital dentistry capability and validated research results

  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
Published in: Nature Comm. / CVPR / IPMI
Full-stack AI digital dentistry capability and validated research results
Multimodal Analysis · 04

Tooth segmentation from intraoral scans

Full-stack AI digital dentistry capability and validated research results

  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
Published in: TMI / MedIA / CVPR
Full-stack AI digital dentistry capability and validated research results
Diagnosis and Treatment Design · 05

Automatic orthodontic treatment design

Full-stack AI digital dentistry capability and validated research results

  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
Published in: ECCV / MedIA
Full-stack AI digital dentistry capability and validated research results
Diagnosis and Treatment Design · 06

Intelligent periodontal disease diagnosis

Full-stack AI digital dentistry capability and validated research results

  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
Published in: Cell Rep Med / MedIA
Full-stack AI digital dentistry capability and validated research results
Diagnosis and Treatment Design · 07

Maxillofacial surgical planning

Full-stack AI digital dentistry capability and validated research results

  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
  • Already applied to preoperative planning for real maxillofacial surgery cases
Published in: TMI / MICCAI
Full-stack AI digital dentistry capability and validated research results
Diagnosis and Treatment Design · 08

Dental crown restoration design

Full-stack AI digital dentistry capability and validated research results

  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
  • Full-stack AI digital dentistry capability and validated research results
Published in: TMI / MICCAI
Full-stack AI digital dentistry capability and validated research results

Key Technical Metrics

Technical performance validated by large-scale clinical data

4,215
patients · 15+ medical centers

CBCT segmentation validation scale

Full-stack AI digital dentistry capability and validated research results

92.7%
Accuracy

2D periodontal diagnosis

Full-stack AI digital dentistry capability and validated research results

0.031
mm mean error

3D periodontal measurement

Full-stack AI digital dentistry capability and validated research results

31.44
dB PSNR (20 views)

Sparse-view CBCT reconstruction

Full-stack AI digital dentistry capability and validated research results

28,000
training samples

AI crown restoration design

Full-stack AI digital dentistry capability and validated research results

48,000
Full-stack AI digital dentistry capability and validated research results

Full-stack AI digital dentistry capability and validated research results

Full-stack AI digital dentistry capability and validated research results

Intellectual Property

Core technologies are protected by patent applications, building an independent IP system.

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More patent applications in progress