Real-time prediction of mortality, readmission, and length of stay using electronic health record data

Conclusions Bayesian Networks can model EHRs to provide real-time forecasts for patient outcomes, which provide richer information than traditional independent point predictions of length of stay, death, or readmission, and can thus better support decision making.

Source: Journal of the American Medical Informatics Association - September 15, 2015 Category: Information Technology Authors: Cai, X., Perez-Concha, O., Coiera, E., Martin-Sanchez, F., Day, R., Roffe, D., Gallego, B. Tags: Research and Applications Source Type: research