Comparative analysis of personal protective equipment nonadherence detection: computer vision versus human observers.
Human monitoring of personal protective equipment (PPE) adherence among healthcare providers has several limitations, including the need for additional personnel during staff shortages and decreased vigilance during prolonged tasks. To address these challenges, we developed an automated computer vision system for monitoring PPE adherence in healthcare settings. We assessed the system performance against human observers detecting nonadherence in a video surveillance experiment.
Author(s): Kim, Mary S, Park, Beomseok, Sippel, Genevieve J, Mun, Aaron H, Yang, Wanzhao, McCarthy, Kathleen H, Fernandez, Emely, Linguraru, Marius George, Sarcevic, Aleksandra, Marsic, Ivan, Burd, Randall S
DOI: 10.1093/jamia/ocae262