A survey of Transformer applications for histopathological image analysis: New developments and future directions

Abstract Transformers have been widely used in many computer vision challenges and have shown the capability of producing better results than convolutional neural networks (CNNs). Taking advantage of capturing long-range contextual information and learning more complex relations in the image data, T...

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Bibliographic Details
Main Authors: Chukwuemeka Clinton Atabansi, Jing Nie, Haijun Liu, Qianqian Song, Lingfeng Yan, Xichuan Zhou
Format: Article
Language:English
Published: BMC 2023-09-01
Series:BioMedical Engineering OnLine
Subjects:
Online Access:https://doi.org/10.1186/s12938-023-01157-0