Balanced-MixUp for Highly Imbalanced Medical Image Classification
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Publisher
Springer International Publishing
Link
https://link.springer.com/content/pdf/10.1007/978-3-030-87240-3_31
Reference31 articles.
1. Araujo, T., et al.: DR$$\vert $$GRADUATE: uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images. Med. Image Anal. 63, 101715 (2020)
2. Borgli, H., et al.: HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy. Sci. Data 7(1), 283 (2020)
3. Boughorbel, S., Jarray, F., El-Anbari, M.: Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric. PLOS ONE 12(6), 0177678 (2017)
4. Buda, M., Maki, A., Mazurowski, M.A.: A systematic study of the class imbalance problem in convolutional neural networks. Neural Netw. 106, 249–259 (2018)
5. Chawla, N.V., Bowyer, K.W., Hall, L.O., Kegelmeyer, W.P.: SMOTE: synthetic minority over-sampling technique. J. Artif. Intell. Res. 16(1), 321–357 (2002)
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