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pro vyhledávání: '"Grisi, Clement"'
Autor:
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 resolution of WSIs. However, recent advances in self-supervised learning have shown that highly desc
Externí odkaz:
http://arxiv.org/abs/2405.15127
Vision Transformers are at the heart of the current surge of interest in foundation models for histopathology. They process images by breaking them into smaller patches following a regular grid, regardless of their content. Yet, not all parts of an i
Externí odkaz:
http://arxiv.org/abs/2404.18152
Vision Transformers (ViTs) have ushered in a new era in computer vision, showcasing unparalleled performance in many challenging tasks. However, their practical deployment in computational pathology has largely been constrained by the sheer size of w
Externí odkaz:
http://arxiv.org/abs/2312.12619