US-Net: A Breast Ultrasound Image Segmentation using Deep Learning

Author:

Erragzi Nouhaila1ORCID,Zrira Nabila2ORCID,Jimi Anwar3ORCID,Benmiloud Ibtissam3ORCID,Sebihi Rajaa1ORCID,Ngote Nabil45ORCID

Affiliation:

1. Department of Physics, Faculty of sciences, Mohammed V University, Rabat, Morocco

2. ADOS Team, LISTD Laboratory, National Superior School of Mines, Rabat, Morocco

3. MECAtronique Team, CPS2E Laboratory, National Superior School of Mines, Rabat, Morocco

4. National Superior School of Mines, Rabat, Morocco

5. Abulcasis International University of Health Sciences, Rabat, Morocco

Publisher

ACM

Reference22 articles.

1. Breast Cancer Statistics, 2022

2. A. Gihbid, A. El Amrani, F. Z. Mouh, T. Gheit, M. Benhessou, M. Amrani, S. McKay-Chopin, S. Mohamed Brahim, S. Sahraoui, A. Bennani, M. El Mzibri, and M. Khyatti, "Prevalence of polyomaviruses and herpesviruses in moroccan breast cancer," vol. 12, no. 5, p. 640. Number: 5 Publisher: Multidisciplinary Digital Publishing Institute.

3. B. Lei S. Huang H. Li R. Li C. Bian Y.-H. Chou J. Qin P. Zhou X. Gong and J.-Z. Cheng "Self-co-attention neural network for anatomy segmentation in whole breast ultrasound " vol. 64 p. 101753.

4. M. Xian, Y. Zhang, H. D. Cheng, F. Xu, B. Zhang, and J. Ding, "Automatic breast ultrasound image segmentation: A survey," vol. 79, pp. 340--355.

5. A. Jimi, H. Abouche, N. Zrira, and I. Benmiloud, "Automated skin lesion segmentation using vgg-unet," in 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pp. 370--377, IEEE, 2022.

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