Search Results for author: Itay Barnea

Found 1 papers, 0 papers with code

TOP-GAN: Label-Free Cancer Cell Classification Using Deep Learning with a Small Training Set

no code implementations17 Dec 2018 Moran Rubin, Omer Stein, Nir A. Turko, Yoav Nygate, Darina Roitshtain, Lidor Karako, Itay Barnea, Raja Giryes, Natan T. Shaked

After this preliminary training, and after transforming the last layer of the network with new ones, we have designed an automatic classifier for the correct cell type (healthy/primary cancer/metastatic cancer) with 90-99% accuracy, although small training sets of down to several images have been used.

General Classification Generative Adversarial Network +3

Cannot find the paper you are looking for? You can Submit a new open access paper.