Algorithm Validation

Fillmore has focused on the development and rigorous validation of clinical algorithms to improve the identification of specific patient cohorts within large healthcare databases. His work demonstrates that refined algorithmic tools can achieve high positive predictive values for identifying patients with multiple myeloma and those initiating treatment. These findings ensure greater precision in patient selection, which is essential for maintaining data integrity in large-scale oncologic research.