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

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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. Article

    Open Access

    A postzygotic de novo NCDN mutation identified in a sporadic FTLD patient results in neurochondrin haploinsufficiency and altered FUS granule dynamics

    Frontotemporal dementia (FTD) is a heterogeneous clinical disorder characterized by progressive abnormalities in behavior, executive functions, personality, language and/or motricity. A neuropathological subty...

    Gaël Nicolas, Myriam Sévigny, François Lecoquierre in Acta Neuropathologica Communications (2022)

  3. Article

    Open Access

    Neuronal activity remodels the F-actin based submembrane lattice in dendrites but not axons of hippocampal neurons

    The nanoscale organization of the F-actin cytoskeleton in neurons comprises membrane-associated periodical rings, bundles, and longitudinal fibers. The F-actin rings have been observed predominantly in axons b...

    Flavie Lavoie-Cardinal, Anthony Bilodeau, Mado Lemieux in Scientific Reports (2020)

  4. Article

    Open Access

    A machine learning approach for online automated optimization of super-resolution optical microscopy

    Traditional approaches for finding well-performing parameterizations of complex imaging systems, such as super-resolution microscopes rely on an extensive exploration phase over the illumination and acquisitio...

    Audrey Durand, Theresa Wiesner, Marc-André Gardner in Nature Communications (2018)

  5. Article

    Open Access

    Gold nanoparticle-assisted all optical localized stimulation and monitoring of Ca2+ signaling in neurons

    Light-assisted manipulation of cells to control membrane activity or intracellular signaling has become a major avenue in life sciences. However, the ability to perform subcellular light stimulation to investi...

    Flavie Lavoie-Cardinal, Charleen Salesse, Éric Bergeron in Scientific Reports (2016)