Resolution enhancement with a task-assisted GAN to guide optical nanoscopy image analysis and acquisition

Paired confocal and STED images of F-actin nanostructures in living neurons using the far-red fluorogenic dye SiR-Actin. This dataset was used to train and test the TA-GAN model for confocal-to-STED super-resolution of axonal and dendritic F-actin in living neurons published in Bouchard, C., Wiesner, T., Deschênes, A., Bilodeau, A., Turcotte, B., Gagné, C., & Lavoie-Cardinal, F. (2023). Resolution enhancement with a task-assisted GAN to guide optical nanoscopy image analysis and acquisition. Nature Machine Intelligence, 5(8), 830-844.