Predicting Patient Deterioration: A Review of Tools in the Digital Hospital Setting

Kay D Mann   ¹ , MMathStat, PhD ;   Norm M Good   ¹ , MSc ;   Farhad Fatehi   ^{2, 3} , MD, PhD, FIAHSI ;   Sankalp Khanna   ¹ , MInfTech, PhD, FAIDH ;   Victoria Campbell   ^{4, 5, 6} , MBBS, FRACP, FCICM ;   Roger Conway   ⁴ , RN, PGDip ;   Clair Sullivan   ^{2, 7} , MBBS, MD, FRACP, FAIDH ;   Andrew Staib   ^{5, 8, 9} , MBBS, PhD, FACEM, FAIDH ;   Christopher Joyce   ^{8, 9} , MB, ChB, PhD, FANZCA, FCICM ;   David Cook   ^{8, 9, 10} , MBBS, PhD, FANZCA, FCICM

¹ The Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Brisbane, Australia

² Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia

³ School of Psychological Sciences, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia

⁴ Sunshine Coast University Hospital, Sunshine Coast Hospital and Health Service, Birtinya, Australia

⁵ Clinical Excellence Queensland, Queensland Health, Queensland, Australia

⁶ School of Medicine, Griffith University, Nathan Campas, Australia

⁷ Metro North Hospital and Health Service, Brisbane, Australia

⁸ Princess Alexandra Hospital, Metro South Hospital and Health Service, Brisbane, Australia

⁹ Faculty of Medicine, The University of Queensland, Brisbane, Australia

¹⁰ School of Computer Science, Faculty of Science, Queensland University of Technology, Brisbane, Australia