Early Detection

Fillmore has focused on improving early detection for high-mortality malignancies through the use of predictive modeling and clinical surveillance. His work includes the development of deep learning algorithms that analyze longitudinal health records to identify individuals at high risk for pancreatic cancer years before clinical diagnosis. Additionally, his research demonstrates that regular dermatologic examinations are associated with a significant reduction in the likelihood of thick melanoma, highlighting the critical role of early intervention in improving patient survival.