AI RESEARCH
Exposure-Normalized Bed and Chair Fall Rates via Continuous AI Monitoring
arXiv CS.AI
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ArXi:2603.22785v1 Announce Type: cross This retrospective cohort study used continuous AI monitoring to estimate fall rates by exposure time rather than occupied bed-days. From August 2024 to December 2025, 3,980 eligible monitoring units contributed 292,914 hourly rows, yielding probability-weighted rates of 17.8 falls per 1,000 chair exposure-hours and 4.3 per 1,000 bed exposure-hours.