Experimentation of AI models towards the prediction of medium-risk emergency department cases disposition outcome

Siakopoulou, Styliana; Billis, Antonis; Logaras, Evangelos; Stelmach, Veroniki; Zouka, Maria; Fyntanidou, Varvara; Bamidis, Panagiotis

doi:10.3233/shti240560

Experimentation of AI models towards the prediction of medium-risk emergency department cases disposition outcome

The overwhelming volume of patients in emergency departments (EDs) is a significant problem that hinders the delivery of high quality healthcare. Despite their great value, triage protocols are challenging to put into practice. This paper examines the utility of prediction models as a tool for cl…