Figure 1.
Automated pain detection using AI. This image depicts video surveillance being used to capture facial expressions associated with pain, which are then analyzed by a computer system using machine learning to provide an accurate output of pain detection or intensity estimation. Created with BioRender.com (accessed on 14 March 2023).