We don't need heavier textbooks; we need knowledge systems that evolve as fast as the OR.
Voice-to-structured-data pipelines capture complex surgical exam findings without sacrificing nuance.
Redesigning referral routing, centralized intake, and dynamic capacity to collapse surgical waitlists.
Shoulder replacement, a life-changing and safer surgery, is neglected by Canada's healthcare system.
Why LLMs Fail the Surgical Suite and the Case for Cognitive Middleware
Addressing Ontarioโs MSK backlog requires more than additional OR hours; it demands a fundamental redesign.
