Author

Catherine Bouchard

Université LavalORCID 0009-0003-0063-2390Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Approach:deep learning· 1 Assay:imaging· 1 Approach:statistical model· 1

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Andréanne DeschênesiD· 1 shared Anthony BilodeauiD· 1 shared Benoît Turcotte· 1 shared Christian GagnéiD· 1 shared Flavie Lavoie‐CardinaliD· 1 shared Theresa WiesneriD· 1 shared

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2023-2023 · peak 1/yr

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1 shared paperBioinformatics

Andréanne DeschênesORCID

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1 paper

Recent·Most cited

BioinformaticsNature Machine IntelligencePeer-reviewedJul 27, 2023

Resolution Enhancement with a Task-Assisted GAN to Guide Optical Nanoscopy Image Analysis and Acquisition

Catherine Bouchard, Theresa Wiesner, Andréanne Deschênes…·Flavie Lavoie‐Cardinal

This paper introduces TA-GAN, a deep learning model that enhances image resolution in optical nanoscopy by incorporating auxiliary tasks, improving accuracy and enabling online imaging assistance.

45 citationstop 4%

imagingdeep learning

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