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

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...

Celý popis

Podrobná bibliografie
Hlavní autoři: Chukwuemeka Clinton Atabansi, Jing Nie, Haijun Liu, Qianqian Song, Lingfeng Yan, Xichuan Zhou
Médium: Článek
Jazyk:English
Vydáno: BMC 2023-09-01
Edice:BioMedical Engineering OnLine
Témata:
Transformer
Histopathological imaging
CNN
Whole slide image
Survival analysis
Digital pathology
On-line přístup:https://doi.org/10.1186/s12938-023-01157-0

Internet

https://doi.org/10.1186/s12938-023-01157-0

Podobné jednotky