Medicare Claims Data

Fillmore has investigated the use of Medicare claims data to characterize clinical behavior through the development of advanced machine learning frameworks. His work focuses on the application of hypersphere clustering and autoencoders to analyze high-dimensional data regarding prescriptions and procedures. These methods provide a more precise means of grouping healthcare providers by their clinical patterns than traditional clustering approaches.