DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification

Author:

Matsun AleksandrORCID,Mohamed Dana O.ORCID,Chokuwa SharonORCID,Ridzuan MuhammadORCID,Yaqub MohammadORCID

Publisher

Springer Nature Switzerland

Reference29 articles.

1. Aptos 2019 Blindness Detection. https://www.kaggle.com/c/aptos2019-blindness-detection/data

2. Kaggle: Diabetic Retinopathy Detection - EYEPACS Dataset. https://www.kaggle.com/c/diabetic-retinopathy-detection

3. Atwany, M., Yaqub, M.: Drgen: domain generalization in diabetic retinopathy classification. In: Wang, L., Dou, Q., Fletcher, P.T., Speidel, S., Li, S. (eds.) Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, pp. 635–644. Springer, Cham (2022)

4. Atwany, M.Z., Sahyoun, A.H., Yaqub, M.: Deep learning techniques for diabetic retinopathy classification: a survey. IEEE Access (2022)

5. Barber, D., Agakov, F.: The im algorithm: a variational approach to information maximization. Adv. Neural. Inf. Process. Syst. 16(320), 201 (2004)

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