Clinical Trials

Inclusion Criteria:

• Physician participants (Aim 1): attending echocardiologists who agree to participate in structured case review sessions.

• Shadow deployment cohort (Aim 2 Phase 2): all adult patients (≥18 years) undergoing clinically indicated echocardiography at Mayo Clinic Rochester during the prospective shadow deployment period (approximately months 13–18 of the study).

Exclusion Criteria:

• Physician participants who decline to complete the minimum required case review sessions will be excluded from RL training analysis.

• Patient records: patients who have opted out of research use of their medical records in the Mayo Clinic electronic health system. No additional disease-specific exclusion criteria apply for the shadow deployment cohort.

Note: Other protocol defined Inclusion/Exclusion Criteria may apply.

Eligibility last updated 07/02/2026. Questions regarding updates should be directed to the study team contact.