Real-time resource allocation in the Emergency Department: a case study.

•An online algorithm with lookahead based on a process mining model.•Modeling interdependence between activities according to a real Emergency Department.•A simulation model to replicate patients’ pathways and human resources’ behavior.•Evaluating the impact of resource allocation with different prioritization scores.•Allocation decisions benefit from the knowledge of the probably subsequent activities.