--- title: Why AI-Powered CBCT Segmentation Has Become a Leading Service on Voxel AI Lab description: Discover how AI-powered CBCT segmentation is transforming digital dentistry by streamlining workflows, enhancing treatment planning, and improving patient care. image: https://learn.voxeldental.com/hubfs/VOXEL%20Blog%20Images%20-%202026-07-30T095813.707.png --- - [Facebook](https://www.facebook.com/VoxelDental) - [Instagram](https://www.instagram.com/voxel_dental/?hl=en) Left Right ## Currency Canada (CAD $) Down - Canada (CAD $) - United States (USD $) [Search](http://www.voxeldental.com/search) [![Voxel Dental Solutions](https://cdn.shopify.com/s/files/1/0043/7963/9937/files/VOXEL_DENTAL_WEBSITE_LOGO_-_TD.png?v=1749750133)](http://www.voxeldental.com) [Account](http://www.voxeldental.com/account/login) [Search](http://www.voxeldental.com/search) [Cart](http://www.voxeldental.com/cart) Left - [3D Printing](http://www.voxeldental.com/collections/3d-printing) Toggle menu - [3D Printers](http://www.voxeldental.com/collections/printers) Toggle menu - 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[Events](https://www2.voxeldental.com/events) Toggle menu - [Events Calendar](https://www2.voxeldental.com/events) - [Continuing Education](https://www2.voxeldental.com/continuing_ed) - [Trade Shows](https://www2.voxeldental.com/trade_shows) - [Book Our Training Facility](https://www2.voxeldental.com/facility) - [Learning Hub](https://learn.voxeldental.com/blog) Toggle menu - [Webinars & Continuing Education](https://events.zoom.us/eo/AonCi-X-Q5OVzQig3W_tknHA915dSnJSDi1BrbblPcyDPPKooSCC~AggLXsr32QYFjq8BlYLZ5I06Dg) - [Blog](https://learn.voxeldental.com/blog) - [Contact Us](https://voxeldental.com/pages/contact) - [Facebook](https://www.facebook.com/VoxelDental) - [Instagram](https://www.instagram.com/voxel_dental/?hl=en) [CBCT](https://learn.voxeldental.com/blog/tag/cbct) [AI](https://learn.voxeldental.com/blog/tag/ai) # Why AI-Powered CBCT Segmentation Has Become a Leading Service on Voxel AI Lab ![Michael Stirneman](https://learn.voxeldental.com/hs-fs/hubfs/Voxel%20Bios.png?width=45&name=Voxel%20Bios.png) [Michael Stirneman](https://learn.voxeldental.com/blog/author/michael-stirneman) [Share this blog post on Facebook](http://www.facebook.com/share.php?u=https://learn.voxeldental.com/blog/ai-powered-cbct-segmentation) [Share this blog post on LinkedIn](http://www.linkedin.com/shareArticle?mini=true&url=https://learn.voxeldental.com/blog/ai-powered-cbct-segmentation) ![ai design cbct segmentation](https://learn.voxeldental.com/hubfs/VOXEL%20Blog%20Images%20-%202026-07-30T095813.707.png) When we launched **Voxel AI Lab** in partnership with Relu AI earlier this year, we knew clinicians would be excited about bringing artificial intelligence into their digital workflows. We expected strong interest across a variety of applications—from appliance design and digital models to night guards and bleaching trays. But after reviewing how our customers have actually been using the platform since launch, one service has clearly emerged as the most popular: **CBCT segmentation.** That tells us something important. Dentists aren't looking for AI simply because it's new. They're using AI to solve one of the biggest workflow bottlenecks in digital dentistry: preparing CBCT data for treatment planning. ## Every CBCT Scan Is Rich with Information Modern CBCT systems provide an incredible amount of diagnostic information. Whether you're planning implants, evaluating impacted teeth, preparing for guided surgery, assessing airway anatomy, or collaborating with specialists, cone beam imaging has become an essential part of modern dentistry. But before that information can be used in many advanced digital workflows, the anatomy often needs to be separated into meaningful structures. That's where segmentation comes in. Instead of viewing one large volume of grayscale data, segmentation transforms a CBCT scan into organized 3D anatomical models that are easier to visualize, analyze, and incorporate into treatment planning. ## Why AI Is Changing the Segmentation Workflow Traditionally, creating segmented anatomical models has required significant manual effort. AI-assisted segmentation dramatically reduces the amount of repetitive preparation needed by automatically identifying key anatomical structures while still allowing the clinician to review and refine the results before using them for diagnosis or treatment planning. Relu's AI can automatically generate segmentation proposals for structures including: - Individual teeth - Mandible - Maxilla - Mandibular canals - Maxillary sinuses - Airway (pharynx) It also supports automatic fusion of CBCT data with intraoral scans, creating highly detailed virtual patient models that combine crown anatomy from the scan with root anatomy from the CBCT. Rather than replacing clinical judgment, AI accelerates one of the most time-consuming preparation steps so clinicians can focus on planning and patient care. ## Why Our Customers Are Using It The popularity of CBCT segmentation reflects how digital dentistry is evolving. Clinicians already understand the value of CBCT imaging. The challenge has never been acquiring the scan—it's preparing that data efficiently for the next step in the workflow. Whether planning an implant case, designing a surgical guide, evaluating anatomy before treatment, or collaborating with specialists, having segmented anatomical structures available in minutes instead of spending valuable time preparing them manually allows practices to move more efficiently from diagnosis to treatment planning. The fact that CBCT segmentation has become the most frequently used AI service on Voxel AI Lab reinforces a simple idea: AI creates the greatest value when it removes repetitive digital work—not clinical decision-making. ## Already Using CBCT Segmentation? Here's What Else You Can Automate Many clinicians discover Voxel AI Lab through CBCT segmentation, but that's only one part of the platform. As practices become more comfortable incorporating AI into their workflows, they often begin exploring additional services that automate other repetitive design tasks. Current AI-assisted workflows available through **voxeldental.ai** include: - CBCT segmentation - Digital bracket removal - Retainer-ready model creation - Bleaching tray design - Night guard workflows - Scan preparation and digital model generation - Additional AI-powered dental design services Each workflow follows the same philosophy: automate repetitive digital preparation while allowing the clinician or technician to review the output before manufacturing or treatment planning. ## The Bigger Picture Artificial intelligence isn't transforming dentistry because it makes decisions for clinicians. It's transforming dentistry because it removes unnecessary friction from digital workflows. Our customers' adoption of CBCT segmentation demonstrates exactly where AI delivers immediate value today: helping practices prepare complex imaging data faster so they can spend more time planning treatment, communicating with patients, and delivering care. As Voxel AI Lab continues to grow, we'll keep expanding the AI-assisted workflows available to practices. But one thing has already become clear. The future of AI in dentistry isn't about replacing expertise. It's about helping clinicians get to the work that matters most. ## Experience Voxel AI Lab Whether you're exploring AI-assisted CBCT segmentation for the first time or looking to automate additional digital workflows, Voxel AI Lab gives your practice access to powerful cloud-based design services on a flexible, pay-as-you-go model. Create your account today at **voxeldental.ai** and receive **50 free AI design credits** to experience how AI can simplify everything from CBCT segmentation to appliance design, digital models, and more. [![QUESTIONS? ASK AN EXPERT!](https://no-cache.hubspot.com/cta/default/22603750/interactive-147775029825.png)](https://learn.voxeldental.com/hs/cta/wi/redirect?encryptedPayload=AVxigLKsAEEEhTfZ0GBMFf4owtkvaCNkKbMKwEW9eU8SfK9Rdrlcrji2PjDNJs%2FcBfmsjB8bjc05VN4lCgus1k09xOWkPduXd2UQJKYJN3AfTm%2F8jgHwlpYnq1XT08JLM%2F%2FnZvFH6tlfjEK43k8zgv1H5QS9I12TVmgJTr6pmdZk5MwmPT14ch19l%2Fhv4a6Xl9hwzATx37VmyPYlV475qQ%3D%3D&webInteractiveContentId=147775029825&portalId=22603750) ![Michael Stirneman](https://learn.voxeldental.com/hs-fs/hubfs/Voxel%20Bios.png?width=150&name=Voxel%20Bios.png) #### Michael Stirneman [Follow me on my website](https://voxeldental.com/) [Follow me on LinkedIn](https://www.linkedin.com/in/michael-stirneman-1ba5b9a3/) Michael Stirneman has quickly become one of the leading minds in 3D printing and digital workflow solutions in dentistry. Prior to joining Voxel Dental , Michael was the Digital Product Manager at Specialty Appliances and ran sales at Arcad. He is heavily involved with different companies working to improve hardware, software, and materials to streamline workflows in digital dentistry. ## Related Articles [![ai design cbct segmentation](https://learn.voxeldental.com/hubfs/VOXEL%20Blog%20Images%20-%202026-05-21T135725.239.png)](https://learn.voxeldental.com/blog/how-ai-powered-cbct-segmentation-could-transform-digital-treatment-planning) [CBCT](https://learn.voxeldental.com/blog/tag/cbct) [IMPLANTS](https://learn.voxeldental.com/blog/tag/implants) [ORTHODONTICS](https://learn.voxeldental.com/blog/tag/orthodontics) [GENERAL DENTISTRY](https://learn.voxeldental.com/blog/tag/general-dentistry) [AI](https://learn.voxeldental.com/blog/tag/ai) ### [How AI-Powered CBCT Segmentation Could Transform Digital Treatment Planning](https://learn.voxeldental.com/blog/how-ai-powered-cbct-segmentation-could-transform-digital-treatment-planning) Over the past two decades, CBCT technology has transformed the way clinicians diagnose, plan, and deliver treatment across nearly every area of dentistry. ![Juan Estrada](https://learn.voxeldental.com/hs-fs/hubfs/Voxel%20Bios%20(15).png?width=45&name=Voxel%20Bios%20(15).png) [Juan Estrada](https://learn.voxeldental.com/blog/author/juan-estrada) [Read More](https://learn.voxeldental.com/blog/how-ai-powered-cbct-segmentation-could-transform-digital-treatment-planning) [![ai design bleaching tray production](https://learn.voxeldental.com/hubfs/VOXEL%20Blog%20Images%20-%202026-06-24T160147.268.png)](https://learn.voxeldental.com/blog/how-ai-is-simplifying-bleaching-tray-production) [GENERAL DENTISTRY](https://learn.voxeldental.com/blog/tag/general-dentistry) [AI](https://learn.voxeldental.com/blog/tag/ai) ### [How AI is Simplifying Bleaching Tray Production](https://learn.voxeldental.com/blog/how-ai-is-simplifying-bleaching-tray-production) When people hear "artificial intelligence in dentistry," they often think about advanced diagnostics, treatment planning, or complex surgical workflows. ![Juan Estrada](https://learn.voxeldental.com/hs-fs/hubfs/Voxel%20Bios%20(15).png?width=45&name=Voxel%20Bios%20(15).png) [Juan Estrada](https://learn.voxeldental.com/blog/author/juan-estrada) [Read More](https://learn.voxeldental.com/blog/how-ai-is-simplifying-bleaching-tray-production) ###### About Voxel Dental We are a dedicated team of dental technology consultants, specializing in digital imaging, software, 3D printing, and digital workflow solutions. CONTACT US Phone: [(281) 789-7270](tel:2817897270) Email: [info@VoxelDental.com](mailto:info@voxeldental.com) - [Facebook](https://www.facebook.com/VoxelDental) - [Instagram](https://www.instagram.com/voxel_dental/?hl=en) ###### Quick links - [About Us](https://voxeldental.com/pages/about-us) - [Voxel Training Facility](https://www2.voxeldental.com/facility) - [Our Blog](https://learn.voxeldental.com/blog) - [Send Us an Email](mailto:support@voxeldental.com) - [Terms of Service](https://learn.voxeldental.com/policies/terms-of-service) - [Refund policy](https://learn.voxeldental.com/policies/refund-policy) - [FAQ](https://learn.voxeldental.com/pages/faq) - [Careers](https://voxeldental.com/pages/careers) American Express Apple Pay Diners Club Discover Meta Pay Google Pay Mastercard Shop Pay Visa - [Contact Us](https://voxeldental.com/pages/contact) © 2024 Voxel Dental. 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