Medical condition diagnosis based on separate data sets

A system for detecting medical conditions from multi-party private health records, the system comprising:

• a memory, the memory containing one or more instructions;
• and
• a processor, the processor communicatively coupled to the memory, the processor, in response to reading the one or more instructions, configured to:
• send a first patient healthcare entry for a first patient record to a first program split of a secure multi-party computation, wherein the first patient record includes one or more attributes that are related to a first patient the first patient intervention;
• detect a medical condition, based on the first patient healthcare record at the first program split and at least one healthcare record located on at least one other program split of the secure multi-party computation;
• generate a notification that is related to the detected medical condition at the first program split;
• and
• send the notification to a first client.

A computer program product for detecting medical conditions from multi-party private health records, the computer program product comprising:

• one or more computer readable storage media;
• and
• program instructions collectively stored on the one or more computer readable storage media, the program instructions configured to:
• send a first patient healthcare entry for a first patient record to a first program split of a secure multi-party computation, wherein the first patient record includes one or more attributes that are related to a first patient the first patient intervention;
• detect a medical condition, based on the first patient healthcare record at the first program split and at least one healthcare record located on at least one other program split of the secure multi-party computation;
• generate a notification that is related to the detected medical condition at the first program split;
• and
• send the notification to a first client.