Decision curve analysis confirms higher clinical utility of multi-domain versus single-domain prediction models in patients with open abdomen treatment for peritonitis - Huber, Markus; Schober, Patrick; Petersen, Sven; Luedi, Markus M. (BMC medical informatics and decision making, 2023)
Keywords: Abdomen; Algorithms; Calibration; Care and treatment; Clinical Decision-Making; Clinical prediction modelling; Decision analysis; Decision curve analysis; Decision making; Demographic variables; Demographics; Demography; Diagnosis; Domains; Forecasts and trends; Gastrointestinal surgery; Generalized linear models; Germany; Health Informatics; Health risk assessment; Health services; Hospitals; Humans; Information Systems and Communication Service; Intensive care; Intervention; Learning algorithms; Machine Learning; Management of Computing and Information Systems; Medical prognosis; Medicine; Medicine & Public Health; Methods; Mortality; Open Abdomen Techniques; Patients; Performance measurement; Performance prediction; Peritonitis; Peritonitis - surgery; Physiology; Prediction models; Probability; Regression analysis; Regression models; Risk assessment; Risk Assessment - methods; Secondary analysis; Statistical analysis; Statistical methods; Germany; Calibration; Decision curve analysis; Peritonitis; Clinical prediction modelling; Machine learning