Gökhan Bilgin

Detection of mitotic cells using completed local binary pattern in histopathological images

2015

In this study, detection of mitotic cells and the discrimination of mitotic cells from normal cells in high-resolution histopathological images are investigated. An automated model-based application tried to be developed for the detection of mitosis …

Mitosis Detection in Multispectral Histopathological Images with Deep Learning

2019 · 2019 Medical Technologies Congress (TIPTEKNO)

In this study, segmentation of cellular structures in the multispectral histopathological images and possibility of the discrimination within normal and mitotic cells have been investigated. In histopathological images, it is very challenging task to extract …

Classification of Breast Cancer Images Using Ensembles of Transfer Learning

2020 · Sakarya University Journal of Science

It is a challenging task to estimate the cancerous cells and tissues via computer-aided diagnosis systems on high-resolution histopathological images. In this study, it is suggested to use transfer learning and ensemble learning methods together …

Classification of Breast Cancer Histopathology Images by Cell-Centered Deep Learning Approach

2020

Breast cancer is one of the most common cancer types worldwide today. The diagnosis of this cancer is usually made by the intensive work of pathologists on stained biopsy tissue images. In this study, breast …