Class-Balanced Deep Neural Network for Automatic Ventricular Structure Segmentation

Author:

Yang XinORCID,Bian Cheng,Yu Lequan,Ni Dong,Heng Pheng-Ann

Publisher

Springer International Publishing

Reference21 articles.

1. Chen, H., Ni, D., Qin, J., et al.: Standard plane localization in fetal ultrasound via domain transferred deep neural networks. IEEE JBHI 19(5), 1627–1636 (2015)

2. Çiçek, Ö., Abdulkadir, A., et al.: 3D U-net: learning dense volumetric segmentation from sparse annotation. arXiv preprint arXiv:1606.06650 (2016)

3. Dou, Q., Yu, L., et al.: 3D deeply supervised network for automated segmentation of volumetric medical images. Med. Image Anal. 41, 40–54 (2017)

4. Kaus, M.R., von Berg, J., Weese, J., et al.: Automated segmentation of the left ventricle in cardiac MRI. Med. Image Anal. 8(3), 245–254 (2004)

5. Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: NIPS, pp. 1097–1105 (2012)

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