Convolutional neural networks in medical image understanding: a survey

Author:

Sarvamangala D. R.ORCID,Kulkarni Raghavendra V.

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Vision and Pattern Recognition,Mathematics (miscellaneous)

Reference83 articles.

1. Abadi M, Agarwal A, Barham P (2016) Tensorflow: large-scale machine learning on heterogeneous distributed systems. CoRR Arxiv: 1603.04467

2. Akkus Z, Galimzianova A, Hoogi A, Rubin DL, Erickson BJ (2017) Deep learning for brain MRI segmentation: state of the art and future directions. J Digit Imaging 30(4):449–459

3. Al-Rfou R, Alain G, Almahairi A, Angermueller C, Bahdanau D, Ballas N, Bengio Y (2016) Theano: a python framework for fast computation of mathematical expressions. arXiv:1605.02688

4. Anthimopoulos M, Christodoulidis S, Ebner L, Christe A, Mougiakakou SG (2016) Lung pattern classification for interstitial lung diseases using a deep convolutional neural network. IEEE Trans Med Imaging 35(5):1207–1216

5. Apou G, Schaadt NS, Naegel B (2016) Structures in normal breast tissue. Comput Biol Med 74:91–102

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