Deutsche Gesetzliche Unfallversicherung

Predicting nonunion – a hybrid machine-learning model combining patient factors and mechanobiological simulation features exceeds clinician accuracy

Aims To compare the accuracy of a mechanobiological simulation against that of clinicians in forecasting long bone nonunions, and to determine whether the simulation’s results can be effectively used as input for a machine-learning algorithm. Methods This was a retrospective diag...