Path-BigBird: An AI-Driven Transformer Approach to Classification of Cancer Pathology Reports

Abstract

The Path-BigBird pathology transformer model improves automated information extraction from pathology reports. Although Path-BigBird outperforms Clinical BigBird and HiSAN, these less computationally expensive models still have utility when resources are constrained.