A health monitoring (HM) computing device for monitoring patient vitals in real time is provided. The HM computing device includes at least one processor in communication with at least one memory device. The at least one processor is programmed to receive patient data from a plurality of patient computer devices associated with a plurality of patients. The at least one processor is also programmed to, for each patient of the plurality of patients, compare the received patient data corresponding to the patient to a reference model tailored to the corresponding patient. The at least one processor is also programmed to determine, based upon the comparisons, at least one status category for each of the plurality of patients. Moreover, the at least one processor is further programmed to generate and transmit instructions for displaying a first graphical user interface to a healthcare provider computer device associated with the healthcare provider.
