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An efficient context-aware approach for whole-slide image classification

Computational pathology for gigapixel whole-slide images (WSIs) at slide level is helpful in disease diagnosis and remains challenging. We propose a context-aware approach termed WSI inspection via transformer (WIT) for slide-level classification via holistically modeling dependencies among patches...

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Detalles Bibliográficos
Autores principales: Shen, Hongru, Wu, Jianghua, Shen, Xilin, Hu, Jiani, Liu, Jilei, Zhang, Qiang, Sun, Yan, Chen, Kexin, Li, Xiangchun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10690557/
https://www.ncbi.nlm.nih.gov/pubmed/38047071
http://dx.doi.org/10.1016/j.isci.2023.108175