University of Bydgoszcz

Physical workload and task efficiency across four mannequin towing techniques in water rescue

Direct in-water rescue is a safety-critical task in which towing technique and rescue-support equipment may influence both rescuer workload and task output. This study compared physical workload, towing performance and physiological economy across four mannequin towing techniques...

From prediction to practice: Barriers to implementing artificial intelligence in blood inventory management and transfusion support

BACKGROUND: Artificial intelligence (AI) is increasingly applied to blood-demand forecasting, donor management, inventory optimisation, wastage reduction and transfusion-related decision support; however, routine implementation remains limited. OBJECTIVES: To review current appli...