Framework for Smart Electronic Health Record- Linked Predictive Models to Optimize Care for Complex Digestive Diseases
Annual rept. 1 Jul 2012-30 Jun 2013
WALTER REED NATIONAL MILITARY MEDICAL CENTER BETHESDA MD
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Our objective is to utilize de identified database constructed from the world-wide Military Electronic medical record for datasets constructed for clinical purposes and not research specific to patients with Crohns disease CD and acute pancreatitis AP. Using the collected data we will develop Bayesian Network BN models to predict outcomes in CD and AP death, surgeries, hospitalizations, etc. Once our model is developed we hope to apply our model at an outside institution, specifically University of Pittsburgh Medical Center UPMC who will be conducting a similar experiment, testing our model on their EMR.
- Information Science
- Medicine and Medical Research