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Catherine Bouchard
Catherine Bouchard
Verified email at ulaval.ca
Title
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Year
Resolution enhancement with a task-assisted GAN to guide optical nanoscopy image analysis and acquisition
C Bouchard, T Wiesner, A Deschênes, A Bilodeau, B Turcotte, C Gagné, ...
Nature Machine Intelligence 5 (8), 830-844, 2023
162023
Addressing annotation and data scarcity when designing machine learning strategies for neurophotonics
C Bouchard, R Bernatchez, F Lavoie-Cardinal
Neurophotonics 10 (4), 044405-044405, 2023
72023
Automated microscopy image segmentation and analysis with machine learning
A Bilodeau, C Bouchard, F Lavoie-Cardinal
Fluorescent Microscopy, 349-365, 2021
52021
Understanding the nervous system: lessons from Frontiers in Neurophotonics
Y De Koninck, J Alonso, S Bancelin, JC Béïque, E Bélanger, C Bouchard, ...
Neurophotonics 11 (1), 014415-014415, 2024
22024
Filtering Pixel Latent Variables for Unmixing Noisy and Undersampled Volumetric Images
C Bouchard, A Deschênes, V Boulanger, JM Bellavance, ...
arXiv preprint arXiv:2312.05357, 2023
2023
Unmixing Optical Signals from Undersampled Volumetric Measurements by Filtering the Pixel Latent Variables
C Bouchard, A Deschênes, V Boulanger, JM Bellavance, J Chabbert, ...
arXiv e-prints, arXiv: 2312.05357, 2023
2023
Filtering Pixel Latent Variables for Unmixing Volumetric Images
C Bouchard, V Boulanger, F Lavoie-Cardinal, C Gagné
CoRR, 2023
2023
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Articles 1–7