… assessment into reproducible, data-driven insight. Challenges and Next Steps To support adoption in clinical environments, development must prioritize the following: … sources, failure modes, and performance boundaries should be made available to support institutional approval and regulatory review. Future work should establish … should allow algorithm refinement without exposing patient identity. Multi-site prospective studies are needed to determine how well system outputs track …

… engage students both through their institutions and through the organizations that support them during medical school, residency, and beyond. We believe this framework … engage students both through their institutions and through the organizations that support them during medical school, residency, and beyond. We believe this framework …