A Unified Geometric Model For Virtual Slide Images Processing

Abstract In this paper, we propose a unified framework to address the problem of cytological computer-aided diagnosis. Such an approach relies on our previously introduced formalisms: general formulation of discrete functional regularization, PDEs based morphology and geometric diffusion on graphs. The approach is illustrated through two applications in cytopathology, with examples of nucleus extraction and classification.