Method and system for obtaining adverse outcome information

A method of training a machine learning derived procedure comprising:

• obtaining training data associated with a plurality of subjects, wherein the training data comprises subject data, the subject data comprising a combination of at least two of:
• health system data;
• demographic data;
• symptom data representative of the presence of one or more symptoms;
• vital sign data representative of one or more vital signs of the subject and sample data representative of one or more parameters obtainable using an analysis of a sample;
• and
• performing a training process using at least some of the training data to obtain a trained machine learning derived procedure configured to receive further input data comprising at least further subject data for a further subject with suspected or confirmed preeclampsia and obtain at least one of a risk level or a probability associated with one or more adverse maternal outcomes for the subject,
• wherein the training data and further input data comprises health care system data representing a value for at least one statistic associated with at least one of the health care system, a country of the health care system or a region of the health care system.

A system comprising:

• one or more processors;
• and
• one or more tangible, non-transitory memories configured to communicate with the one or more processors,
• the one or more tangible, non-transitory memories having instructions stored thereon that, in response to execution by the one or more processors, cause the one or more processors to perform operations comprising:
• obtain input data comprising at least subject data for the subject, wherein the subject data comprises a combination of at least two of:
• demographic data;
• vital sign data representative of one or more vital signs of the subject;
• and sample data representative of one or more parameters obtainable from an analysis of a sample;
• provide the obtained input data to a machine learning derived procedure configured to obtain at least one of the risk level or probability associated with one or more adverse maternal outcomes for the subject, wherein the input data further comprises health care system data representing a value for at least one statistic or indicator associated with at least one of the health care system, a country of the health care system or a region of the health care system.