Improving 3D imaging analysis for dental and facial surgeries
CraniaMap: Joint Solution for Auto-Segmentation and Landmarking from CBCT Scans
This study is testing a new software called CraniaMap that helps doctors better analyze 3D scans of your head and face, making it easier for them to plan orthodontic and facial surgeries, especially when dealing with unique anatomical features.
Quick facts
| Grant type | Sbir 1 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Ther-Ai LLC NIH-funded |
| Lab location | 1 site (Kissimmee, UNITED STATES) |
| Project ID | NIH-11006192 on NIH RePORTER |
What this research studies
This research focuses on enhancing the analysis of cone beam computed tomography (CBCT) scans, which are crucial for planning orthodontic and craniomaxillofacial surgeries. The team at Ther-AI LLC is developing a software called CraniaMap that utilizes advanced artificial intelligence to improve the accuracy and efficiency of auto-segmentation and landmarking in these scans. By addressing the challenges of managing complex 3D data, this project aims to provide healthcare professionals with better tools for personalized patient care and treatment planning. The approach includes using a self-supervised learning model to improve segmentation performance, particularly in cases with anatomical variations.
Who could benefit from this research
Good fit: Ideal candidates for this research are patients requiring orthodontic treatment or craniomaxillofacial surgeries who would benefit from enhanced imaging analysis.
Not a fit: Patients who do not require surgical intervention or imaging analysis for orthodontic or craniomaxillofacial conditions may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more precise and efficient surgical planning, ultimately improving patient outcomes in orthodontics and reconstructive surgeries.
How similar studies have performed: Previous research has shown promise in using AI for medical imaging, indicating that this approach could lead to significant advancements in the field.
Where this research is happening
Kissimmee, UNITED STATES
- Ther-Ai LLC — Kissimmee, United States (Active)
Researchers
- Principal investigator: Han, Wade — Ther-Ai LLC
- Study coordinator: Han, Wade
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.