Vision Transformer for Pneumonia Classification in X-ray Images

Author:

Ha Pham Ngoc1ORCID,Doucet Antoine2ORCID,Tran Giang Son3ORCID

Affiliation:

1. Information and Communication Technology Department, FPT University, Vietnam

2. L3i laboratory, University of La Rochelle, France

3. ICTLab, University of Science and Technology of Hanoi, Vietnam

Publisher

ACM

Reference49 articles.

1. [ 1 ] Pneumonia - WHO (World Health Organization) https://www.who.int/news-room/fact-sheets/detail/pneumonia. [1] Pneumonia - WHO (World Health Organization) https://www.who.int/news-room/fact-sheets/detail/pneumonia.

2. [ 2 ] Pneumonia: Causes Symptom diagnosis and treatment (Online) https://vnvc.vn/viem-phoi/ [2] Pneumonia: Causes Symptom diagnosis and treatment (Online) https://vnvc.vn/viem-phoi/

3. [ 3 ] Abadi , M. , Barham , P. , Chen , J. , Chen , Z. , Davis , A. , Dean , J. ,... and Zheng , X . 2016. Tensorflow: A system for large-scale machine learning . In 12th USENIX symposium on operating systems design and implementation (OSDI 16) (pp. 265 - 283 ). [3] Abadi, M., Barham, P., Chen, J., Chen, Z., Davis, A., Dean, J.,... and Zheng, X. 2016. Tensorflow: A system for large-scale machine learning. In 12th USENIX symposium on operating systems design and implementation (OSDI 16) (pp. 265-283).

4. [ 4 ] Jia , Y. , Shelhamer , E. , Donahue , J. , Karayev , S. , Long , J. , Girshick , R. ,... and Darrell , T . November, 2014. Caffe: Convolutional architecture for fast feature embedding . In Proceedings of the 22nd ACM international conference on Multimedia (pp. 675-678) . [4] Jia, Y., Shelhamer, E., Donahue, J., Karayev, S., Long, J., Girshick, R.,... and Darrell, T. November, 2014. Caffe: Convolutional architecture for fast feature embedding. In Proceedings of the 22nd ACM international conference on Multimedia (pp. 675-678).

5. [ 5 ] Bergstra , J. , Breuleux , O. , Bastien , F. , Lamblin , P. , Pascanu , R. , Desjardins , G. ,... and Bengio , Y . 2010. Theano: a CPU and GPU math expression compiler . In Proceedings of the Python for scientific computing conference (SciPy) (Vol. 4, No. 3 , pp. 1 - 7 ). [5] Bergstra, J., Breuleux, O., Bastien, F., Lamblin, P., Pascanu, R., Desjardins, G.,... and Bengio, Y. 2010. Theano: a CPU and GPU math expression compiler. In Proceedings of the Python for scientific computing conference (SciPy) (Vol. 4, No. 3, pp. 1-7).

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