Text analytics on relational medical data

A computer system comprising:

• at least one processor circuit configured to:
• identify a life event for a primary patient, the identification based on results of text analytics performed on a set of medical records;
• extract, from the set of medical records, medical data associated with the life event, the medical data being associated by occurring in a time frame of the life event;
• determine the life event of the primary patient impacts a set of secondary patients;
• analyze, for each secondary patient in the set of secondary patients, a set of medical records associated with each secondary patient in the set of secondary patients, the analysis resulting in the identification of secondary medical data, the secondary medical data associated with the primary patient;
• extract, based on the analyzing for each secondary patient, the secondary medical data associated with the primary patient;
• determine, based on the extracted medical data associated with the life event, the extracted secondary medical data associated with the primary patient, and a set of medical dictionaries and rules, a medical condition for the primary patient;
• and
• transmit, based on the determining the medical condition, a relationship between the life event and the medical condition.

A computer program product for identifying a relationship between a life event and a medical condition, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, wherein the computer readable storage medium is not a transitory signal per se, the program instructions executable by a computer processing circuit to cause the circuit to perform a method comprising:

• identifying a life event for a primary patient, the identifying based on results of text analytics performed on a set of medical records;
• extracting, from the set of medical records, medical data associated with the life event, the medical data being associated by occurring in a time frame of the life event;
• determining the life event of the primary patient impacts a set of secondary patients;
• analyzing, for each secondary patient in the set of secondary patients, a set of medical records associated with each secondary patient in the set of secondary patients, the analyzing resulting in the identification of secondary medical data, the secondary medical data associated with the primary patient;
• extracting, based on the analyzing for each secondary patient, the secondary medical data associated with the primary patient;
• determining, based on the extracted medical data associated with the life event, the extracted secondary medical data associated with the primary patient, and a set of medical dictionaries and rules, a medical condition for the primary patient;
• and
• transmitting, based on the determining the medical condition, a relationship between the life event and the medical condition.