Automated facial analysis enhances pain assessment in non-communicative ICU patients, indicating improved safety and protocol standardization.
Automated facial expression analysis minimises inter-observer variability by providing an objective decision support mechanism for critical care nurses. This technology facilitates the standardisation of pain management protocols and bolsters patient safety by reducing the inherent risks of subjective assessment bias.
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Güven et al. (2026) studied this question.
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