Author

Kenan Zengin

2 papers indexed here

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Open access Aug 2026

MTENet: A Multi-Representation Time-Series Evidential Network for Automated Heart Murmur Detection from Phonocardiogram Signals

Early diagnosis is essential for the effective management of cardiovascular diseases (CVDs). Although conventional auscultation is the primary screening method, its reliance on subjective interpretation and susceptibility to clinical background noise have positioned phonocardiogram (PCG) analysis as a key diagnostic to...

Y. Polat, Kenan Zengin · Applied Sciences · 0 citations

Aug 2026

Attention Mechanism-Enhanced Deep Learning for the Differential Diagnosis of Idiopathic Pulmonary Fibrosis on Computed Tomography.

INTRODUCTION/OBJECTIVE Many other diseases can produce a similar pattern; therefore, the diagnosis of IPF is made by exclusion, based on the absence of alternative pathologies. To differentiate IPF from other pathologies, the study developed a deep learning model with an attention mechanism to improve performance. ME...

Hüseyin Alper Kızıloğlu, Kenan Zengin · Current medical imaging · 0 citations