Yazar "Alkan, Ahmet" için listeleme
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Comparative parotid gland segmentation by using ResNet-18 and MobileNetV2 based DeepLab v3+architectures from magnetic resonance images
Sünnetçi, Kubilay Muhammed; Kaba, Esat; Çeliker, Fatma Beyazal; Alkan, Ahmet (Wiley, 2022)Nowadays, artificial intelligence-based medicine plays an important role in determining correlations not comprehensible to humans. In addition, the segmentation of organs at risk is a tedious and time-consuming procedure. ... -
Deep network-based comprehensive parotid gland tumor detection
Sünnetçi, Kubilay Muhammed; Kaba, Esat; Çeliker, Fatma Beyazal; Alkan, Ahmet (Elsevier, 2023)Rationale and Objectives: Salivary gland tumors constitute 2%-6% of all head and neck tumors and are most common in the parotid gland. Magnetic resonance (MR) imaging is the most sensitive imaging modality for diagnosis. ... -
The impact of deep learning on diagnostic performance in the differentiation of benign and malignant thyroid nodules
Kaba, Esat; Solak, Merve; Varlık, Ayşenur Topçu; Çubukçu, Yusuf; Sağır, Lütfullah; Sünnetci, Kubilay Muhammed; Alkan, Ahmet; Gündoğdu, Hasan; Çeliker, Fatma Beyazal; Beyazal, Mehmet (Societatea Romana de Ultrasonografie in Medicina si Biologie, 2025)Aims: This study aims to use deep learning (DL) to classify thyroid nodules as benign and malignant with ultrasonography (US). In addition, this study investigates the impact of DL on the diagnostic success of radiologists ... -
MR image fusion-based parotid gland tumor detection
Sünnetçi, Kubilay Muhammed; Kaba, Esat; Çeliker, Fatma Beyazal; Alkan, Ahmet (Springer, 2024)The differentiation of benign and malignant parotid gland tumors is of major significance as it directly affects the treatment process. In addition, it is also a vital task in terms of early and accurate diagnosis of parotid ...
