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June 23, 2023Journal of Medical Imaging20 citationsOpen Access

Batch-balanced focal loss: a hybrid solution to class imbalance in deep learning

JSJatin SinghCBCameron BeecheZSZhiyi Shi

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Abstract

The BBFL-based learning method can improve the performance of a CNN model in both binary and multiclass disease classification when the data are imbalanced.

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Singh et al. (2023) studied this question.

synapsesocial.com/papers/69dff5b12833447a7e2555dbhttps://doi.org/10.1117/1.jmi.10.5.051809
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