Publications from 2023

Showing 6 of 6

1. Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC)

   Ahmet Karaman, İshak Paçal, Alper Baştürk, Bahriye Akay, Ufuk Nalbantoğlu, Seymanur Coskun, Ömür Şahin, Derviş Karaboğa

   Expert Systems with Applications · 2023

   116citations
2. A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms

   Damla COŞKUN, Derviş Karaboğa, Alper Baştürk, Bahriye Akay, Özkan Ufuk Nalbantoğlu, SERAP DOĞAN, İshak Paçal, Meryem Altın Karagöz

   TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 2023

   38citations
3. An unsupervised transfer learning model based on convolutional auto encoder for non-alcoholic steatohepatitis activity scoring and fibrosis staging of liver histopathological images

   Meryem Altın Karagöz, Bahriye Akay, Alper Baştürk, Derviş Karaboğa, Özkan Ufuk Nalbantoğlu

   Neural Computing and Applications · 2023

   14citations
4. Improved Chernoff Bound of Gaussian Q-function with ABC algorithm and its QAM applications to DB SC and MRC systems over Beaulieu–Xie channels

   Mehmet Bilim, Derviş Karaboğa

   Physical Communication · 2023

   9citations
5. Detection of Diabetic Macular Edema Disease with Segmentation of OCT Images

   Saliha Yeşilyurt, Altan Göktaş, Alper Baştürk, Bahriye Akay, Derviş Karaboğa, Özkan Ufuk Nalbantoğlu

   Engineering cyber-physical systems and critical infrastructures · 2023

   2citations
6. Optimization of asymmetric bioreduction conditions of 1-(thiophen-2-yl)ethanone by <i>Weissella cibaria</i> N9 using a desirability function-embedded face-centered optimization model

   Mohammed Bolubaid, Akın Özdemir, Enes Dertli̇, Mohammed Alamoudi, Osman Taylan, Derviş Karaboğa, Mustafa Tahsin Yılmaz, Engin Şahin

   Preparative Biochemistry & Biotechnology · 2023

   1citations