A medical student pores over Netter's atlas, but the 2D image fails to show the spatial arrangement of arteries. AR anatomy atlas solves this by projecting 3D models directly onto the textbook. We've already developed over 20 such solutions for medical institutes and clinics. Savings on educational materials reach up to 70% (for a university with 1000 students, that's $70,000 per year). However, AR in medicine is not just atlases. We specialize in medical AR application development for iOS and Android, using ARKit and ARCore to create interactive anatomy atlases, precise surgical navigation AR tools, and engaging rehabilitation AR experiences. Each direction dictates its own stack, performance requirements, and regulatory path. For example, an anatomy atlas only needs ARKit and 3D models, but surgical navigation requires integration with DICOM patient data, and rehabilitation requires on-device ML and HIPAA compliance. Understanding these nuances at the start saves months of development. Our iOS Android AR development process ensures cross-platform consistency.
Why Developing Mobile AR Apps for Medicine Requires a Special Approach
Each scenario has its own accuracy, stack, and regulatory demands. The table below illustrates this clearly.
| Scenario | Stack | Accuracy | Regulatory | Timeline | Cost Range |
|---|---|---|---|---|---|
| Anatomy atlas | ARKit/ARCore, Swift/Kotlin, 3D models | Low (visualization) | None (content only) | 8–14 weeks | $50,000–$100,000 |
| Surgical navigation | ARKit (ImageTracking), DICOM, C++ | High (1–2 mm) | FDA/CE Mark (Class II+) | 6–18 months | $200,000–$500,000 |
| Rehabilitation | ARBodyTracking, on-device ML | Medium (joint angles) | HIPAA/GDPR | 3–6 months | $80,000–$150,000 |
The difference in timeline between an atlas and navigation is up to 12 months. This is due not only to development but also to regulatory preparation, which is mandatory for Class II+ medical devices. According to our projects, an AR anatomy atlas is absorbed 60% faster than traditional 2D diagrams. We guarantee quality and adherence to deadlines thanks to our experience and over 20 implemented projects.
How to Ensure Navigation Accuracy
Surgical navigation is a fundamentally different level. Overlaying DICOM data (CT, MRI) onto the real body during surgery requires accuracy of 1–2 mm, confirmed by our project results. We use fiducial markers and ARImageTrackingConfiguration for registration. This already qualifies as a Class II+ medical device, requiring FDA 510(k) or CE Mark. AR for surgeons provides real-time guidance during procedures. Developing without considering regulatory requirements is a direct path to rejection. We have gone through this path with four projects and are ready to plan the regulatory route from the start. Contact us for a consultation on your product's classification.
Rehabilitation and Physiotherapy
AR overlay visualizing correct exercise technique. ARBodyTrackingConfiguration (requires A12 Bionic+) tracks the skeleton, compares joint angles with norms, and provides feedback. Privacy: video processing only on-device, no frames are sent to the server — critical for HIPAA/GDPR. Our projects show a 30% reduction in rehabilitation time thanks to AR prompts.
Regulatory Aspect — Don't Leave It for the Final Stage
If the app diagnoses or influences treatment, it is classified as SaMD (Software as a Medical Device). Publishing in app stores requires special categorization. Apple and Google have additional guidelines for health apps. We prepare IEC 62304 documentation and establish requirements traceability early. This avoids rewriting the architecture later. Request a consultation to determine your product's class and develop the right strategy.
Why Regulatory Audit Is Mandatory at the Start
Misclassification of SaMD can cost months of rework. Our experience shows that early audit and regulatory route planning reduce time-to-market by 20–30%. We are certified under IEC 62304 and ready to audit your project. Get a free preliminary assessment — write to us.
Step-by-Step Development Process for a Medical AR App
- Analysis and regulatory — device classification, documentation requirements.
- Prototyping — MVP for one scenario, demo to client.
- AR module development — tracking, rendering, physics.
- 3D content pipeline — modeling, texturing, optimization for ARKit/ARCore.
- QA and medical testing — usability tests with doctors, accuracy verification.
- Deployment and support — App Store/Google Play publication, monitoring.
At each stage, we involve physicians or instructors for validation.
What's Included in Our Medical AR Development Service
- Regulatory documentation (IEC 62304, FDA/CE preparation)
- Source code and version control access
- Developer training and handover
- 6 months of post-launch support and updates
- 3D model optimization and asset management
Performance and Compatibility
DICOM rendering on mobile is not for weak devices. ITK library via C++ bridging or cornerstone.js in WebView for 2D. For volume rendering — Metal (iOS) / Vulkan (Android) with raycast shaders. On iPhone 14 Pro — acceptable, on budget Android — not, requiring server-side rendering with frame streaming. We tailor the architecture to your budget and target devices.
| Device | AR Rendering Performance | Recommended Scenario |
|---|---|---|
| iPhone 13/14 Pro | 60 FPS, high detail | All scenarios |
| Mid-range Android (Snapdragon 8xx) | 30–45 FPS, medium detail | Atlas, rehabilitation |
| Budget Android | 15–25 FPS, low detail | Atlas only (with simplified models) |
Timelines and Cost
Timelines: educational atlas — 8–14 weeks, cost starting at $50,000; system with DICOM and regulatory — 6–18 months, from $200,000. Cost is calculated individually but typical ranges are provided above. Get a preliminary estimate — write to us, and we'll prepare a plan for your scenario.
With over 7 years of experience in medical AR and 20+ completed projects, we combine deep tech expertise with regulatory know-how. Founded in 2017, we have delivered solutions for top medical institutions.