Yazar "Terzi, Duygu Sinanc" için PubMed İndeksli Yayınlar Koleksiyonu listeleme
-
A comprehensive survey of deep learning research on medical image analysis with focus on transfer learning
Atasever, Sema; Azginoglu, Nuh; Terzi, Duygu Sinanc; Terzi, Ramazan (Elsevier Science Inc, 2023)This survey aims to identify commonly used methods, datasets, future trends, knowledge gaps, constraints, and limitations in the field to provide an overview of current solutions used in medical image analysis in parallel ... -
In-Domain Transfer Learning Strategy for Tumor Detection on Brain MRI
Terzi, Duygu Sinanc; Azginoglu, Nuh (Mdpi, 2023)Transfer learning has gained importance in areas where there is a labeled data shortage. However, it is still controversial as to what extent natural image datasets as pre-training sources contribute scientifically to ...