INSIGHTS
Practical guides for healthcare AI teams.
How to evaluate clinical AI and build medical data you can rely on, from specialist clinicians and PhD data scientists.
EVALUATION · GUIDE
How to evaluate a clinical LLM: accuracy, safety and red-teaming.
Intended use, clinician rubrics, severity grading, reviewer agreement, red-teaming and reporting.
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ANNOTATION · GUIDE
Medical data labeling vs annotation: ground truth, adjudication and agreement.
Reference standards, review designs, agreement measures and annotation guidelines.
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