AI in pain assessment: Balancing innovation with patient safety
In Northern California and beyond, health care systems are rapidly integrating artificial intelligence (AI) and digital tools to transform how pain is recognized, measured, and managed. From algorithm-guided assessments to wearable sensors and predictive analytics, these tools promise to augment clinical decision-making and improve patient outcomes. Yet significant controversies remain, including concerns over algorithmic accuracy, bias, data privacy, and the extent to which technology should complement or potentially displace human …
AI in pain assessment: Balancing innovation with patient safety









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