A Federated Multi-stage Light-Weight Vision Transformer for Respiratory Disease Detection

Author:

Sahoo PranabORCID,Sharma Saksham Kumar,Saha Sriparna,Mondal Samrat

Publisher

Springer Nature Singapore

Reference26 articles.

1. Dai, Z., Liu, H., Le, Q.V., Tan, M.: Coatnet: marrying convolution and attention for all data sizes. Adv. Neural. Inf. Process. Syst. 34, 3965–3977 (2021)

2. Dosovitskiy, A., et al.: An image is worth 16x16 words: Transformers for image recognition at scale. arXiv preprint arXiv:2010.11929 (2020)

3. Feki, I., Ammar, S., Kessentini, Y., Muhammad, K.: Federated learning for Covid-19 screening from chest x-ray images. Appl. Soft Comput. 106, 107330 (2021)

4. Japkowicz, N., Shah, M.: Evaluating learning algorithms: a classification perspective. Cambridge University Press (2011)

5. Liu, B., Yan, B., Zhou, Y., Yang, Y., Zhang, Y.: Experiments of federated learning for covid-19 chest x-ray images. arXiv preprint arXiv:2007.05592 (2020)

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