PD-L1 Expression

Fillmore and his collaborators have focused on improving the accessibility of PD-L1 expression data embedded within unstructured electronic health records. He developed a machine learning tool using natural language processing to automate the extraction of these biomarkers from clinical notes with high precision and recall. This work facilitates large-scale population analyses of immunotherapy responses by reducing the reliance on manual chart review.