Semi supervised GAN for smart microscopy, fast and data efficient cell cycle classification
R. Manick, Youssef El Habouz, Maëlle Guillout, Célia Martin, Julia Bonnet, Louis Ruel, Sylvain Pastezeur, Olivier Chanteux, Otmane Bouchareb, Marc Tramier, Jacques Pécréaux
The paper introduces a semi-supervised GAN for cell cycle classification using limited annotated data and unlabelled microscopy images, achieving high accuracy on the Mitocheck dataset.
bioRxiv · May 29, 2026 · PreprintBioinformatics