Explainable Deep Learning for Medical Time Series Data

Author:

Frick Thomas,Glüge Stefan,Rahimi Abbas,Benini Luca,Brunschwiler Thomas

Publisher

Springer International Publishing

Reference21 articles.

1. Krizhevsky, A., Sutskever, I., Hinton, G.E.: ImageNet classification with deep convolutional Neural Networks. Technical report. http://code.google.com/p/cuda-convnet/

2. Chiu, C.C., et al.: State-of-the-art speech recognition with sequence-to-sequence models, December 2017. http://arxiv.org/abs/1712.01769

3. Lecun, Y., Bengio, Y., Hinton, G.: Deep learning, May 2015. https://doi.org/10.1038/nature14539

4. Lecun, Y., Bottou, L., Bengio, Y., Haffner, P.: Gradient-based learning applied to document recognition. Proc. IEEE 86(11), 2278–2324 (1998)

5. Gilpin, L.H., Bau, D., Yuan, B.Z., Bajwa, A., Specter, M., Kagal, L.: Explaining Explanations: An Overview of Interpretability of Machine Learning. Technical report (2019)

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