Yazar "0000-0003-2954-1217" için Yaşam ve Doğa Bilimleri Fakültesi listeleme
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A comprehensive study on automatic non-informative frame detection in colonoscopy videos
Kaçmaz, Rukiye Nur; Doğan, Refika Sultan; Yılmaz, Bülent (WILEY, 2024)Despite today's developing healthcare technology, conventional colonoscopy is still a gold-standard method to detect colon abnormalities. Due to the folded structure of the intestine and visual disturbances caused by ... -
Histopathology image classification: highlighting the gap between manual analysis and AI automation
Doğan, Refika Sultan; Yılmaz, Bülent (FRONTIERS MEDIA SA, 2023)The field of histopathological image analysis has evolved significantly with the advent of digital pathology, leading to the development of automated models capable of classifying tissues and structures within diverse ... -
Liver fibrosis staging using CT image texture analysis and soft computing
Kayaalti, Omer; Aksebzeci, Bekir Hakan; Karahan, Ibrahim Okkes; Deniz, Kemal; Ozturk, Mehmet; Yilmaz, Bulent; Kara, Sadik; Asyali, Musa Hakan (ELSEVIER, 2014)Liver biopsy is considered to be the gold standard for analyzing chronic hepatitis and fibrosis; however, it is an invasive and expensive approach, which is also difficult to standardize. Medical imaging techniques such ...