Vision Transformer Based Tokenization for Enhanced Breast Cancer Histopathological Images Classification

Author:

Abimouloud Mouhamed Laid,Bensid Khaled,Elleuch Mohamed,Aiadi Oussama,Kherallah Monji

Publisher

Springer Nature Switzerland

Reference14 articles.

1. Ayana, G., et al.: Vision-transformer-based transfer learning for mammogram classification. Diagnostics 13(2), 178 (2023)

2. Dosovitskiy, A., et al.: An image is worth $$16\times 16$$ words: transformers for image recognition at scale. arXiv preprint: arXiv:2010.11929 (2020)

3. Hassani, A., Walton, S., Shah, N., Abuduweili, A., Li, J., Shi, H.: Escaping the big data paradigm with compact transformers. arXiv preprint: arXiv:2104.05704 (2021)

4. Henry, E.U., Emebob, O., Omonhinmin, C.A.: Vision transformers in medical imaging: a review. arXiv preprint: arXiv:2211.10043 (2022)

5. Jafari, S.H., et al.: Breast cancer diagnosis: imaging techniques and biochemical markers. J. Cell. Physiol. 233(7), 5200–5213 (2018)

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