Browsing by Author "Yapıcı, Muhammed Mutlu"
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Improving Brain Tumor Classification with Deep Learning Using Synthetic Data
Yapıcı, Muhammed Mutlu; Karakış, Rukiye; Gürkahraman, Kali (Tech Science Press, 2023)Deep learning (DL) techniques, which do not need complex pre-processing and feature analysis, are used in many areas of medicine and achieve promising results. On the other hand, in medical studies, a limited dataset ... -
Improving Brain Tumor Classification with Deep Learning Using Synthetic Data
Yapıcı, Muhammed Mutlu; Karakış, Rukiye; Gürkahraman, Kali (Tech Science Press, 2023)Deep learning (DL) techniques, which do not need complex pre-processing and feature analysis, are used in many areas of medicine and achieve promising results. On the other hand, in medical studies, a limited dataset ... -
Real-time detection of acromegaly from facial images with artificial intelligence
KIZILGÜL, MUHAMMED; Karakış, Rukiye; Doğan, Nurettin; Bostan, Hayri; Yapıcı, Muhammed Mutlu; Gül, Ümran; Uçan, Bekir; Duman, Elvan; Düğer, Hakan; Çakal, Erman; Akın, Ömer (Oxford University Press (OUP), 2023)Objective Despite improvements in diagnostic methods, acromegaly is still a late-diagnosed disease. In this study, it was aimed to automatically recognize acromegaly disease from facial images by using deep learning methods ...