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Tolga Aşar

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Open access Sep 2026

A Robust and Explainable Deep Learning Pipeline with Hybrid Image Enhancement for Sickle Cell Detection

In this study, a hybrid image enhancement and explainable deep learning framework is proposed for the automatic detection of morphological features associated with sickle cell disease in microscopic peripheral blood smear images. The experimental dataset comprises 991 images and exhibits a pronounced class imbalance. T...

Tolga Aşar, Yahya Doğan · 0 citations

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