| A machine learning approach for online automated optimization of super-resolution optical microscopy A Durand, T Wiesner, MA Gardner, LÉ Robitaille, A Bilodeau, C Gagné, ... Nature communications 9 (1), 5247, 2018 | 64 | 2018 |
| Neuronal activity remodels the F-actin based submembrane lattice in dendrites but not axons of hippocampal neurons F Lavoie-Cardinal, A Bilodeau, M Lemieux, MA Gardner, T Wiesner, ... Scientific reports 10 (1), 11960, 2020 | 31 | 2020 |
| Microscopy analysis neural network to solve detection, enumeration and segmentation from image-level annotations A Bilodeau, CVL Delmas, M Parent, P De Koninck, A Durand, ... Nature Machine Intelligence 4 (5), 455-466, 2022 | 18 | 2022 |
| Activity-dependent remodeling of synaptic protein organization revealed by high throughput analysis of STED nanoscopy images T Wiesner, A Bilodeau, R Bernatchez, A Deschênes, B Raulier, ... Frontiers in neural circuits 14, 57, 2020 | 16 | 2020 |
| 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 | 5 | 2023 |
| Automated microscopy image segmentation and analysis with machine learning A Bilodeau, C Bouchard, F Lavoie-Cardinal Fluorescent Microscopy, 349-365, 2021 | 4 | 2021 |
| pySTED: a STED microscopy simulation tool for machine learning training B Turcotte, A Bilodeau, F Lavoie-Cardinal, A Durand AAAI Workshop on AI to Accel. Sci. and Eng.(AI2ASE), 2022 | 3 | 2022 |
| MICRA-Net: MICRoscopy Analysis Neural Network to solve detection, classification, and segmentation from a single simple auxiliary task A Bilodeau, CVL Delmas, M Parent, P De Koninck, A Durand, ... bioRxiv, 2021.06. 29.448970, 2021 | 2 | 2021 |
| Contextual bandit optimization of super-resolution microscopy. A Bilodeau, R Bernatchez, A Michaud-Gagnon, F Lavoie-Cardinal, ... AI, 2022 | 1 | 2022 |
| MICRA-Net: MICRoscopy Analysis Neural Network to solve detection, classification, and segmentation from a single simple auxiliary task F Lavoie-Cardinal, A Bilodeau, C Delmas, M Parent, P De Koninck, ... | 1 | 2020 |
| Development of AI-assisted microscopy frameworks through realistic simulation in pySTED A Bilodeau, A Michaud-Gagnon, J Chabbert, B Turcotte, J Heine, ... bioRxiv, 2024.03. 25.586697, 2024 | | 2024 |
| Apprentissage faiblement supervisé appliqué à la segmentation d'images de protéines neuronales A Bilodeau | | 2020 |
