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Evaluates efficacy of VeinIQ system for guiding cannulation in healthcare providers, suggesting improved outcomes.
VeinIQ is a 3-model late-fusion AI system for Peripheral IV Cannulation (PIVC).It combines clinical risk, vein suitability, and site recommendation intoone VeinIQ Score that guides nurses and clinicians on whether and where to cannulate.
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Hamdar et al. (2026) studied this question.
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