Predicting Patient Disease Risk and Measuring Quality

Disease risk prediction using machine learning

The promise of precision health requires the ability to accurately predict patient disease risk and measure quality of care. With the Databricks Lakehouse for Healthcare and Life Sciences, organizations can:

• Unlock all healthcare data and curate the longitudinal patient record
• Use machine learning to identify clinical and demographic covariates that drive the onset of disease, including chronic conditions
• Export trained models and apply them to new sources of patient data for additional predictions