Healthcare Interpretations

Healthcare Edge InterpretationsA non-diagnostic framework for reviewing observable facial movement in consented healthcare training and research.Movement Is Not a Clinical StateA time-coded facial movement signal does not establish pain, distress, anxiety, relief, treatment response, capacity, or diagnosis. Patient report, clinical history, examination, and clinician judgment remain primary.Contextual Review Questions

What procedure, prompt, or interaction occurred at this time code?

What did the patient report?

Could speech, medication, movement, camera angle, or a medical condition affect visibility?

Is this an approved training or research use with appropriate consent?

Appropriate Uses

Review of simulated patient interactions.

Communication training with participant feedback.

Approved research that treats movement as an observable variable.

Navigation to source-video intervals for clinician-led discussion.

Mental Edge does not diagnose, detect pain or distress, assess treatment response, or replace patient communication and clinical care. It must not determine access to treatment, triage, capacity, or suitability.All Edge Interpretations | Healthcare Solutions | Pricing | Start a Free Trial