Abstract: This disclosure relates to systems including a plurality of secure enclaves, each in communication with a central node, wherein software within the secure enclave is configured to execute instructions on one or more processors by: receiving input data in an encrypted form; decrypting the input data using one or more cryptographic keys; executing application computing processes to generate output data; generating a proof of execution that proves that the one or more instructions of the one or more application computing processes operated on the received input data; and sending the output data to a central node; wherein software within the central node is configured to execute instructions on one or more processors by receiving the output data from the plurality of secure enclaves; executing application computing processes to apply an aggregate analysis to the output data of each of the secure enclaves; and providing an aggregate output.

Abstract: Techniques for predicting the immunosuppression status of an individual patient in a computing environment are disclosed. In one particular embodiment, the techniques may be realized as a method comprising receiving a set of medical records associated with a patient, extracting a set of immunosuppression features based on the set of medical records, estimating, a likelihood of immunosuppression of the patient based on the set of immunosuppression features, generating an immunosuppression output comprising one or more features among the set of immunosuppression features and an immunosuppression classification based on the likelihood of immunosuppression of the patient, and displaying the immunosuppression output through at least one interface.

Abstract: This disclosure relates to systems including a plurality of secure enclaves, each in communication with a central node, wherein software within the secure enclave is configured to execute instructions on one or more processors by: receiving input data in an encrypted form; decrypting the input data using one or more cryptographic keys; executing application computing processes to generate output data; generating a proof of execution that proves that the one or more instructions of the one or more application computing processes operated on the received input data; and sending the output data to a central node; wherein software within the central node is configured to execute instructions on one or more processors by receiving the output data from the plurality of secure enclaves; executing application computing processes to apply an aggregate analysis to the output data of each of the secure enclaves; and providing an aggregate output.