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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 ... -
Predicting semen analysis parameters from testicular ultrasonography images using deep learning algorithms: an innovative approach to male infertility diagnosis
Sağır, Lütfullah; Kaba, Esat; Hüner Yiğit, Merve; Taşçı, Filiz; Uzun, Hakkı (MDPI, 2025)Objectives: Semen analysis is universally regarded as the gold standard for diagnosing male infertility, while ultrasonography plays a vital role as a complementary diagnostic tool. This study aims to assess the effectiveness ...