The Morley Medical risk mitigation tool utilizes state of the art decision tree-based machine learning algorithms with optimized gradient boosting to prevent over fitting.
Clinical trial results have demonstrated very high prediction accuracy results including sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV).
The Morley Medical risk mitigation tool has been validated on mixed-ward multi-institution data sets comprising of hundreds of thousands of patients and millions of data points from several hundred U.S. hospitals.
Interoperability and EHR Compatibility
The Morley Medical risk mitigation tool is compatible with most electronic health record (EHR) systems and uses a cloud interoperability platform to standardize a secure healthcare data exchange.