2 papers
cs.CV2026
Vision-Language Models as Zero-Annotation Oracles in Histopathology
Vishal Jain, Giorgio Buzzanca, Sarah Cechnicka +6
Foreground segmentation is the critical first step of every computational pathology pipeline, yet existing methods rely on hand-tuned heuristics or supervised models that overfit t…
cs.CV2024
Graph Neural Networks in Histopathology: Emerging Trends and Future Directions
Siemen Brussee, Giorgio Buzzanca, Anne M. R. Schrader +1
Histopathological analysis of Whole Slide Images (WSIs) has seen a surge in the utilization of deep learning methods, particularly Convolutional Neural Networks (CNNs). However, CN…