Deep Retinal Diseases Detection and Explainability Using OCT Images
Author:
Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-030-50516-5_31
Reference24 articles.
1. Awais, M., Müller, H., Tang, T.B., Meriaudeau, F.: Classification of SD-OCT images using a deep learning approach. In: 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA), pp. 489–492. IEEE (2017)
2. Chan, G.C., Kamble, R., Müller, H., Shah, S.A., Tang, T., Mériaudeau, F.: Fusing results of several deep learning architectures for automatic classification of normal and diabetic macular edema in optical coherence tomography. In: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 670–673. IEEE (2018)
3. Chan, G.C., Muhammad, A., Shah, S.A., Tang, T.B., Lu, C.K., Meriaudeau, F.: Transfer learning for diabetic macular edema DME detection on optical coherence tomography OCT images. In: 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA), pp. 493–496. IEEE (2017)
4. Chetoui, M., Akhloufi, M.A., Kardouchi, M.: Diabetic retinopathy detection using machine learning and texture features. In: 31st IEEE Canadian Conference on Electrical and Computer Engineering (CCECE 2018) (2018)
5. Chollet, F., et al.: Keras (2015). https://keras.io
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