A predictive computing platform comprising:
- at least one processor, and
- a non-transitory computer memory, storing a computer program that, when executed by the at least one processor, causes the at least one processor to:
- utilize, by a predictive computing platform, a plurality of Application Programming Interfaces (APIs) to obtain, over a computer network in real time, a plurality of data-sets from a plurality of disparate data sources,
- wherein the plurality of data-sets comprises patient-related data in a plurality of distinct data formats;
- integrate, by the predictive computing platform, the plurality of patient-related data sets into an integrated patient-related data set;
- transform, by the predictive computing platform, a data-set of drug-related adverse reaction alerts to a reduced patient-specific data-subset of drug-related adverse reaction alerts by utilizing the integrated patient-related data set and a decision algorithm,
- wherein the utilizing of the decision algorithm comprises, for each drug-related adverse reaction alert of the data-set of drug-related adverse reaction alerts:
- i) determining whether a patient is:
- 1) at an elevated risk to experience a particular drug-related adverse reaction;
- or
- 2) not at the elevated risk to experience the particular drug-related adverse reaction,
- wherein the determining is based on:
- a) current drug intake data,
- b) candidate drug intake data,
- c) a plurality of patient specific parameters,
- d) drug-related adverse reaction data from the data-set of drug-related adverse reaction alerts, and
- e) at least one pre-determined severity level for at least one of:
- I) a drug-drug interaction (“DDI”),
- II) a drug-patient interaction (“DPI”),
- III) a drug-food interaction (“DFI”), or
- IV) any combination thereof;
- ii) including, into the reduced patient-specific data-subset of drug-related adverse reaction alerts, each drug-related adverse reaction alert where the patient is at the elevated risk;
- and
- iii) removing, from the data-set of drug-related adverse events, each drug-related adverse reaction alert where the patient is not at the elevated risk;
- and
- cause, by the predictive computing platform, to output, over the computer network in real time, the reduced patient-specific data-subset of drug-related adverse reaction alerts to a graphical user interface on a screen of a computing device.