Search Results - "Grisi, Clement"

Benchmarking Hierarchical Image Pyramid Transformer for the Classification of Colon Biopsies and Polyps Histopathology Images by Contreras, Nohemi S. Leon, Grisi, Clement, Aswolinskiy, Witali, Vatrano, Simona, Fraggetta, Filippo, Nagtegaal, Iris, D'Amato, Marina, Ciompi, Francesco

“…Training neural networks with high-quality pixel-level annotation in histopathology whole-slide images (WSI) is an expensive process due to gigapixel…”
Get full text

Benchmarking Hierarchical Image Pyramid Transformer for the classification of colon biopsies and polyps in histopathology images by Contreras, Nohemi Sofia Leon, D'Amato, Marina, Ciompi, Francesco, Grisi, Clement, Aswolinskiy, Witali, Vatrano, Simona, Fraggetta, Filippo, Nagtegaal, Iris

“…Training neural networks with high-quality pixel-level annotation in histopathology whole-slide images (WSI) is an expensive process due to gigapixel…”
Get full text

Masked Attention as a Mechanism for Improving Interpretability of Vision Transformers by Grisi, Clément, Litjens, Geert, van der Laak, Jeroen

“…Vision Transformers are at the heart of the current surge of interest in foundation models for histopathology. They process images by breaking them into…”
Get full text

Hierarchical Vision Transformers for Context-Aware Prostate Cancer Grading in Whole Slide Images by Grisi, Clément, Litjens, Geert, van der Laak, Jeroen

“…Vision Transformers (ViTs) have ushered in a new era in computer vision, showcasing unparalleled performance in many challenging tasks. However, their…”
Get full text