NEW TECHNOLOGY

TMDream

AI platform specialized in temporomandibular disorders (TMD/TMJ), orofacial pain, bruxism, and dental sleep medicine.

TMDream integrates medical‑grade NLP with specialized differential‑diagnosis engines to support high‑quality clinical decisions with measurable efficiency gains.

Scientific Foundation

Research since 2020 explores artificial neural networks for diagnosing TMD/TMJ and orofacial pain.

Results were published in Journal of Oral Rehabilitation (Wiley): “A novel artificial neural network for the diagnosis of orofacial pain and temporomandibular disorders,” a milestone for AI in this field.

This work underpins TMDream’s clinical logic, ensuring features are anchored in validated evidence.

How TMDream Works

01

Initial Intake

Patients complete an adaptive intake form that captures symptoms and history; inputs are normalized via medical NLP.

02

AI Analysis

Specialized neural networks identify patterns and clinical correlations in seconds.

03

Differential Diagnosis

Up to three prioritized diagnostic hypotheses are produced with confidence levels to support clinical decision‑making.

04

Professional Review

Clinicians validate and adjust outputs; AI functions as decision support—not a substitute for clinical judgment.

System Screenshots

Main diagnostic dashboard

Main Dashboard

Control panel with automatic outputs and real‑time patient management

Smart form

Smart Form

Automated clinical assessment powered by medical natural language processing

Diagnosis results

Automatic Results

Differential diagnosis with prioritized hypotheses and confidence levels

Patient history

Records Management

Comprehensive patient tracking with longitudinal treatment progress

Innovative system in development