Abstract: The provided systems and methods are designed to account for the requests of multiple patients demanding a form of medical intervention from a medical facility (MF) in their vicinity. Unlike the majority of existing approaches, the provided systems and methods differentiate between patient requests by prioritizing the requests with higher urgency over others that can tolerate more delay. Moreover, the provided systems and methods enjoy lower design complexity since the instantaneous queue length (number of patients) in each medical facility is not necessarily needed in at least some aspects. Instead, in such aspects, only average queue length is involved in taking the dispatch actions for patient requests to medical facilities. The intervention can vary from a routine consultation/meeting with a healthcare service provider to urgent hospital admission.