Precision Dental CBCT & IOS Annotation
Providing high-precision CBCT imaging and IOS annotation services for the next generation of dental AI. We deliver the structured ground truth and labeled datasets required to train robust LLMs and diagnostic algorithms. Enhance your machine learning pipeline with clinical-grade dental data and expert-led medical imaging solutions.
Our Dental Imaging and Annotation Services
Dental CBCT Imaging Analysis
We provide high-fidelity ground-truth annotation for dental AI developers, specializing in the complex segmentation of CBCT volumes. Our team delivers pixel-perfect labeling of maxillofacial bone, individual tooth units, and the inferior alveolar nerve, providing the high-quality datasets essential for training robust diagnostic and surgical planning models
Powering Dental AI with Expertly Annotated IOS and OSS Surface M
Precision annotation for Intraoral and Optical Surface Scans. We provide AI-ready datasets through the expert segmentation of 3D dental meshes. From individual tooth identification to gingiva mapping, we deliver the high-fidelity labels your machine learning models need for the future of digital dentistry
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Precision in every scan, care in every annotation.
Empower your dental insights today!
Team
Our annotation team is composed of U.S.-trained dentists, dental hygienists, and specialized dental technicians with extensive backgrounds in digital dentistry. By combining clinical diagnostic expertise with years of experience in 3D modeling and volumetric analysis, we ensure that every dataset we produce meets the rigorous 'ground-truth' standards required for FDA-cleared dental AI.
Frequently Asked Questions
How do you handle 3D mesh segmentation for teeth and gums?
We perform high-fidelity instance segmentation on 3D meshes. This involves:
Teeth Segmentation: Delineating each tooth as a separate object.
Gingiva Segmentation: Precisely marking the gum line for crown-and-bridge or periodontal AI.
Preparation Line Detection: Annotating the finish line for restorative "prosthetic" AI models.
What is Dental CBCT annotation?
Dental CBCT annotation is the process of labeling and segmenting anatomical structures within 3D Cone Beam Computed Tomography scans. By precisely marking dental features, this specialized data labeling enhances diagnostic accuracy and streamlines complex treatment planning for implants, orthodontics, and endodontics.
Who performs the annotation services at EnamelData?
Leverage the expertise of seasoned clinicians for your medical imaging datasets. Our team of dental specialists provides high-fidelity CBCT labeling, ensuring that complex anatomical structures are interpreted with the nuance and precision that only experienced professionals can offer.
How accurate are your dental annotation services?
We prioritize precision and accuracy, employing skilled annotators and quality checks to ensure high-quality and reliable annotation results.
Is patient data kept confidential?
Yes, we maintain strict confidentiality and comply with all relevant data protection regulations to ensure patient information is secure.
Q: What software does your team use for CBCT and Intraoral scanning annotation?
Our team is platform-agnostic, meaning we can adapt to your preferred workflow. We are highly proficient in industry-leading medical annotation tools such RedBrick AI.
What is panoramic X-ray labeling in dental AI?
Panoramic X-ray labeling (also known as OPG annotation) is the process of marking specific dental structures, pathologies, and restorations on a 2D wide-view radiograph. This "ground truth" data is used to train machine learning models to automatically detect issues like caries, impacted teeth, and bone loss
How do you ensure the clinical accuracy of the dental data?
At DentiData, we follow a "Doctor-in-the-Loop" workflow. Every dataset is initially labeled by trained annotators and then rigorously verified by board-certified dentists or oral radiologists to ensure 99%+ clinical accuracy.
Schedule a Project Review
We don't just label data, we provide clinical ground truth.
Contact us today to discuss your specific annotation project.