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Author

Zafer Cömert

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2 papers indexed here

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Conference Open access Sep 2026

Fatigue Classification Using Chalder Fatigue Scale Based Vocal Biomarkers, VGGish Deep Representations, Prosodic Features and Meta Model Fusion

Voice is a compelling, non-invasive biomarker for fatigue, yet much of the field's reported success rests on evaluation protocols that quietly permit information leakage and collapse once that leakage is removed. This paper reframes the question, asking not how high accuracy can be pushed but how much fatigue signal th...

Aya Alzatma, Zafer Cömert · 0 citations
Conference Open access Sep 2026

A DenseNet-121-Based Multi-Scale Attention Fusion Framework for Peripheral Blood Cell Classification

Automated peripheral blood cell classification is significant in computer-aided hematological diagnosis. However, the extreme class imbalance and morphological resemblance of leukocyte subtypes pose obstacles to accurate classification. In this paper, a custom DenseNet-121 architecture with a lightweight multi-scale at...

Deniz Bora Küçük, Hüseyin Polat, Muammer Türkoğlu et al. · 0 citations

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