Bayesian Deep Active Learning for Medical Image Analysis

Author:

Ghoshal Biraja,Swift Stephen,Tucker Allan

Publisher

Springer International Publishing

Reference17 articles.

1. Aggarwal, C., Kong, X., Gu, Q., Han, J., Yu, P.: Active learning: a survey. In: Aggarwal, C.C. (ed.) Data Classification: Algorithms and Applications, pp. 571–606. CRC Press (2014)

2. Cheng, J., et al.: Retrieval of brain tumors by adaptive spatial pooling and fisher vector representation. PLoS ONE 11(6), e0157112 (2016)

3. Cheng, J., et al.: Enhanced performance of brain tumor classification via tumor region augmentation and partition. PLoS ONE 10(10), e0140381 (2015)

4. Di Scandalea, M.L., Perone, C.S., Boudreau, M., Cohen-Adad, J.: Deep active learning for axon-myelin segmentation on histology data. arXiv preprint arXiv:1907.05143 (2019)

5. Gal, Y., Ghahramani, Z.: Dropout as a Bayesian approximation: representing model uncertainty in deep learning. In: 33rd International Conference on Machine Learning, ICML 2016, vol. 3, pp. 1651–1660 (2016)

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