Data Efficient Contrastive Learning in Histopathology using Active Sampling

Tahsin Reasat, Asif Sushmit, David S. Smith

Deep learning (DL) based diagnostics systems can provide accurate and robust quantitative analysis in digital pathology. These algorithms require large amounts of annotated trainin…