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  1. Article

    Open Access

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

    Super-resolution fluorescence microscopy methods enable the characterization of nanostructures in living and fixed biological tissues. However, they require the adjustment of multiple imaging parameters while ...

    Catherine Bouchard, Theresa Wiesner, Andréanne Deschênes in Nature Machine Intelligence (2023)

  2. No Access

    Article

    Microscopy analysis neural network to solve detection, enumeration and segmentation from image-level annotations

    The development of deep learning approaches to detect, segment or classify structures of interest has transformed the field of quantitative microscopy. High-throughput quantitative image analysis presents a ch...

    Anthony Bilodeau, Constantin V. L. Delmas, Martin Parent in Nature Machine Intelligence (2022)