Innovation
Building practical tools for safer, better clinical care
Guiding Principles
Every innovation project is built on these core principles to ensure real-world value.
Safety First
AI as decision support, never replacement for clinical judgment. Human oversight at every step.
Cognitive Load
Reduce burden, don't add complexity. Tools should feel intuitive to busy clinicians.
Measurable Impact
Outcomes that can be tracked, validated, and improved upon with real-world data.
Pragmatism
Solutions that work in real clinical environments, not just in controlled settings.
Case Studies
Detailed breakdowns of innovation projects: problem, intervention, validation, and outcomes.
AI-driven clinical documentation pilot
Role: Clinical lead & collaborator
Problem
Documentation burden and variability in ED.
Intervention
Workflow design + evaluation with frontline clinicians.
Validation
Pilot metrics + stakeholder feedback.
Outcomes
Improved consistency and reduced time-to-document (pilot).
What's Next
Expand to more pathways.
Innovation Timeline
Filter by category and search to explore innovation milestones
FRCEM
Completed fellowship-level EM qualification.