Deep Learning for Multi-task Medical Image Segmentation in Multiple Modalities

Author:

Moeskops Pim,Wolterink Jelmer M.,van der Velden Bas H. M.,Gilhuijs Kenneth G. A.,Leiner Tim,Viergever Max A.,Išgum Ivana

Publisher

Springer International Publishing

Reference19 articles.

1. de Brébisson, A., Montana, G.: Deep neural networks for anatomical brain segmentation. In: CVPR Bioimage Computing Workshop (2015)

2. Clevert, D.A., Unterthiner, T., Hochreiter, S.: Fast and accurate deep network learning by exponential linear units (ELUs). In: ICLR (2016)

3. Girshick, R., Donahue, J., Darrell, T., Malik, J.: Region-based convolutional networks for accurate object detection and segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 38(1), 142–158 (2016)

4. Lecture Notes in Computer Science;A Gubern-Mérida,2012

5. Ioffe, S., Szegedy, C.: Batch normalization: accelerating deep network training by reducing internal covariate shift. In: ICML (2015)

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