The evidence behind the guides
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Sources for AI in elder-care monitoring Show all concerns 2 sources
Guide citations are still under editorial review. World Health Organization 2022 · Policy brief
Risks of age exclusion and stereotyping in health AI, with design and governance recommendations.
Evidence notes & 2 linked concerns + Henley and colleagues · Scientific Reports 2026 · Model evaluation
Tests video datasets including spontaneous falls; trade-offs between missed falls and false alerts. Not a prospective deployment outcome trial.
Evidence notes & 1 linked concern +