Masked pre-training of transformers for histology image analysis

• Egile Nagusiak: Shuai Jiang (Egilea), Liesbeth Hondelink (Egilea), Arief A. Suriawinata (Egilea), Saeed Hassanpour (Egilea)
• Formatua: Liburua
• Argitaratua: Elsevier, 2024-12-01T00:00:00Z.
• Gaiak: article
• Sarrera elektronikoa: Connect to this object online.

In digital pathology, whole-slide images (WSIs) are widely used for applications such as cancer diagnosis and prognosis prediction. Vision transformer (ViT) models have recently emerged as a promising method for encoding large regions of WSIs while preserving spatial relationships among patches. How...