About
WeDiagnostiX is an advanced AI platform designed specifically for dental professionals to enhance the analysis of panoramic dental X-rays. Developed by a French team with co-founders from CentraleSupélec, it uses deep neural networks trained on 90,000 teeth, 81,000 treatments, and 40,000 pathologies to achieve exceptional diagnostic performance. The tool integrates directly with popular dental management software such as Logosw and Desmos, as well as panoramic radiography equipment from Acteon, allowing practitioners to work entirely within their existing environment. The four-step workflow is intuitive: import X-rays with one click, let the AI detect and suggest findings in real time, validate the results as the clinician remains in full control of all decisions, and export structured reports to share with patients. WeDiagnostiX offers three reading modes — Sensitive, Optimal, and Specific — giving practitioners flexibility based on clinical context. Key performance benchmarks include 99.54% precision in tooth numbering and up to 99.1% specificity in detecting periapical lesions. Certified CE IIa as a medical device and fully compliant with GDPR, it is suited for individual practitioners, dental centers, and dental management system (PMS) integrators or manufacturers. Available on both Windows and macOS, WeDiagnostiX is one of the most accurate dental radiology AI solutions available globally.
Key Features
- Automated Panoramic X-Ray Analysis: AI analyzes dental panoramic radiographs in real time, detecting lesions, pathologies, and tooth numbering with industry-leading accuracy.
- Three Configurable Reading Modes: Choose between Sensitive (89% sensitivity), Optimal (94.6% accuracy), or Specific (99.1% specificity) modes to match your clinical needs.
- Seamless Workflow Integration: Integrates with dental management software (Logosw, Desmos) and panoramic X-ray equipment (Acteon) for a friction-free experience within existing practice environments.
- Automated Report Export: Generate and share structured diagnostic reports with patients in just a few clicks, reducing administrative time for practitioners.
- CE IIa Certified & GDPR Compliant: Fully certified as a Class IIa medical device and compliant with European data protection regulations, ensuring legal and clinical safety.
Use Cases
- A dental practitioner imports a patient's panoramic X-ray and uses WeDiagnostiX to automatically identify and number teeth and flag potential periapical lesions before the consultation.
- A dental center standardizes diagnostic reporting across multiple practitioners by using WeDiagnostiX to generate uniform, AI-assisted radiograph reports.
- A dental management system (PMS) provider integrates WeDiagnostiX into their software platform to offer AI-powered radiology analysis as a value-added service.
- A dentist uses the Sensitive reading mode to maximize lesion detection during routine check-ups, ensuring no pathology is missed.
- A clinic exports AI-generated diagnostic reports to share clear, visual findings with patients, improving patient education and informed consent.
Pros
- Exceptional Detection Performance: Trained on 90,000 teeth and 40,000 pathologies, it achieves 99.54% tooth numbering precision and up to 99.1% specificity — among the best globally in dental radiology AI.
- Practitioner Remains in Control: The AI suggests findings but the clinician always validates, maintaining clinical responsibility and trust in the diagnostic process.
- Deep Ecosystem Integration: Compatible with leading dental software and hardware, minimizing disruption to existing workflows and reducing the learning curve.
- Regulatory Compliance: CE IIa certification and GDPR compliance ensure the tool meets strict European medical and data protection standards.
Cons
- Paid Pricing with No Public Tiers: Pricing is not publicly listed; prospective users must request a demo, which may create friction for smaller or budget-constrained practices.
- Limited to Panoramic Radiographs: The tool focuses on panoramic X-ray analysis; other imaging types (e.g., bitewings, CBCT) may not be fully supported.
- Desktop-Only Deployment: Available only on Windows and macOS desktop applications, with no native mobile or browser-based access mentioned.
Frequently Asked Questions
Is WeDiagnostiX a replacement for the dentist's diagnosis?
No. WeDiagnostiX is designed as a complement to the clinician's expertise. The AI detects and suggests findings, but the practitioner always remains the final decision-maker.
What certifications does WeDiagnostiX hold?
WeDiagnostiX is certified CE IIa as a medical device and is fully compliant with GDPR regulations, making it suitable for use across the European Union.
What dental software and equipment does it integrate with?
It integrates with dental management software such as Logosw and Desmos, and with panoramic radiography equipment from Acteon, among others.
What data was the AI trained on?
The AI was trained on over 90,000 teeth, 81,000 treatments, and 40,000 pathologies, enabling high-precision detection of dental conditions including periapical lesions.
What platforms does WeDiagnostiX support?
WeDiagnostiX is available as a desktop application for both Windows and macOS.
