Ongoing scientific validation supported by 4,500+ processed clinical cases, continuous learning pipelines, and specialist oversight
Each processed case is securely stored and anonymized, enabling statistical analysis and systematic model improvement.
Models are automatically retrained with new data, incorporating emerging patterns and edge cases to enhance diagnostic accuracy.
Specialists in orofacial pain, TMD/TMJ, and dental sleep medicine review complex outputs to validate accuracy and calibrate algorithms.
Each clinical evaluation refines the model, forming a continuous improvement cycle aligned with best medical practices.
Automated analysis of symptom patterns and behavioral signals for early TMD/TMJ assessment
Interpretation of free‑text symptom descriptions authored by patients and clinicians
Recognition of patterns in complex medical histories to support differential diagnosis
Detection rate for positive TMD/TMJ cases
False‑positive control in differential diagnoses
Elapsed time from assessment to preliminary output
Proportion of cases not requiring additional specialist referral
TMDream operates under continuous oversight by certified specialists in orofacial pain, temporomandibular disorders, and dental sleep medicine.
Specialists review complex outputs and edge cases to ensure maximum accuracy
Continuous incorporation of current research and clinical consensus into decision protocols
Periodic performance audits with prompt adjustment when discrepancies are detected
Chief Scientific Officer
Orofacial Pain Specialist
Clinical data is processed without personally identifiable information, ensuring patient privacy by design
Alignment with GDPR/HIPAA and ISO 27001 security controls for sensitive medical data
End‑to‑end encryption and storage on audited infrastructure following international standards