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Author

Yahya Doğan

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2 papers indexed here

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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
Aug 2026

Machine learning-based prediction of heat transfer characteristics in helically coiled tubes with corrugated walls

Helically coiled tubes with corrugated inner walls are commonly used in compact heat exchangers due to their superior heat transfer performance, enabled by secondary and swirl flows. However, predicting their thermal and hydraulic behavior across varying geometries and flow conditions is complex. This study employs m...

S. M. Kirkar, Yahya Doğan, Alişan Gönül et al. · 0 citations

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