Predictive analytics and machine learning

Innovative technology

Our advanced, third-party suite of solutions organizes data around active and recently discharged patients. It then analyzes the information to provide insights into which patients are thriving and which might benefit from a different level of care. This technology helps Encompass Health provide more advanced patient care, while reducing costs.

Benefits of predictive analytics

Home health and hospice patients at all stages of their care journey benefit from the insights and efficiencies created by our use of predictive analytics.

• Automation of our home health team’s touchpoints improving the regularity of patient communication, improving patient satisfaction and reducing hospital readmissions
• Continuation of patient communication after discharge helping to identify patients that may need additional treatment and making sure they get the care they need
• Streamlining of the transition from home health to hospice care ensuring that medical records are effectively transferred and improving the experience for patients and their families

Predictive analytics and machine learning reinforces our:

• Skilled nursing
• Skilled therapy
• Medical social work
• Home health aides
• Orthopedic care
• Cardiopulmonary care
• Care transitions
• Balance and fall prevention
• Diabetes management
• Community Care