AINS graduate course

AINS6102 · AI for Clinical Decision Support

Specialization pilot · 2026–27

Description

Human–AI collaboration patterns, alert fatigue, and evaluation protocols for CDS tools in educational simulations.

Course shells on the Castalia LMS are provisioned per license; this link opens the LMS to explore the guest demo or landing experience.

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Syllabus outline

  1. Modules 1–2 · UX of AI

    • Cognitive load
    • Explainability tradeoffs
    • Simulation scenarios

  2. Modules 3–4 · Evaluation

    • Task-based metrics
    • Human-in-the-loop studies
    • Safety monitoring

  3. Modules 5–6 · Governance

    • Change management
    • Policy alignment
    • Case debriefs