Serkan Ayvaz

Challenges in deep learning-based small organ segmentation: A benchmarking perspective for medical research with limited datasets

Accurate segmentation of carotid artery structures in histopathological images is vital for cardiovascular disease research. This study systematically evaluates ten deep learning segmentation models including classical architectures, modern CNNs, a Vision Transformer, and foundat...