Computer-based systems and computer-implemented methods are described for monitoring medication events for an individual. Computer-based systems include systems for monitoring medication events relating to an individual, including: circuitry for analyzing data for an identifier of a first medication event for an individual; circuitry for analyzing the data for at least one attribute of an individual; circuitry for analyzing the data for at least one attribute relating to a medication during the first medication event; circuitry for analyzing the data for at least one feature of visual information and at least one feature of non-visual information relating to the individual during the first medication event; circuitry for analyzing the received data for a time associated with the first medication event; circuitry for determining a compliance likelihood for the first medication event based on the analyses of the received data; and circuitry for indicating the determined compliance likelihood.