AI Use Case

Predict physician attrition risk

Physician attrition is a consistent issue in most medical systems given the innate pressures of the role. Downsides for the individual (emotional, physical, mental), their patients and their employers all need to be avoided.

Function

Human Resources

Employee Relations

Benefits

Operational - Staff development,Risk reduction - Reduce environmental physical risk,Risk reduction - Patient outcomes,Operational - Employee retention

Case Studies

Industry

Healthcare

Healthcare Providers And Services

Data Sets

Structured / Semi-structured

AI Technologies

Machine Learning (ML),ML Task - Prediction - Binary Classification

Potential Vendors