no code implementations • 21 Jan 2023 • Hosein Barzekar, Yash Patel, Ling Tong, Zeyun Yu
Cancer is a leading cause of death in many countries.
no code implementations • 7 Jan 2023 • Hosein Barzekar, Hai Ngu, Han Hui Lin, Mohsen Hejrati, Steven Ray Valdespino, Sarah Chu, Baris Bingol, Somaye Hashemifar, Soumitra Ghosh
Automated segmentation of anatomical sub-regions with high precision has become a necessity to enable the quantification and characterization of cells/ tissues in histology images.
no code implementations • 2 Nov 2020 • D M Anisuzzaman, Hosein Barzekar, Ling Tong, Jake Luo, Zeyun Yu
In this study, transfer learning techniques, pre-trained CNNs, are adapted to a public dataset on osteosarcoma histological images to detect necrotic images from non-necrotic and healthy tissues.
1 code implementation • 30 Oct 2020 • Hosein Barzekar, Zeyun Yu
In this study, we propose a novel convolutional neural network (CNN) architecture composed of a Concatenation of multiple Networks, called C-Net, to classify biomedical images.