Christian Gagné - Publications, H-index & Citations

Christian Gagné

laval university

33H指数

219论文数

5.5K被引数

收录论文 32

发表时间

Quantitative analysis of miniature synaptic calcium transients using positive unlabeled deep learning

DIGITAL DISCOVERY

IF5.6

2025-01-01

OAAI

Beaupre, Frederic; Bilodeau, Anthony; Wiesner, Theresa; Leclerc, Gabriel; Lemieux, Mado; Nadeau, Gabriel; Castonguay, Katrine; Fan, Bolin; Labrecque, Simon; Hlozek, Renee; De Koninck, Paul; Gagne, Christian; Lavoie-Cardinal, Flavie

Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-11-01

PREAI

Li, Jiaqi; Lai, Yuanhao; Wang, Rui; Shui, Changjian; Sahoo, Sabyasachi; Ling, Charles X.; Yang, Shichun; Wang, Boyu; Gagne, Christian; Zhou, Fan

Predicting the Population Risk of Suicide Using Routinely Collected Health Administrative Data in Quebec, Canada: Model-Based Synthetic Estimation Study

JMIR PUBLIC HEALTH AND SURVEILLANCE

IF3.9

2024-06-28

OAAI

Wang, Jianli; Kharrat, Fatemeh Gholi Zadeh; Gariepy, Genevieve; Gagne, Christian; Pelletier, Jean-Francois; Massamba, Victoria Kubuta; Levesque, Pascale; Mohammed, Mada; Lesage, Alain

Towards More General Loss and Setting in Unsupervised Domain Adaptation

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-10-01

PREAI

Shui, Changjian; Pu, Ruizhi; Xu, Gezheng; Wen, Jun; Zhou, Fan; Gagne, Christian; Ling, Charles X.; Wang, Boyu

Resolution enhancement with a task-assisted GAN to guide optical nanoscopy image analysis and acquisition 使用任务辅助的GAN提高分辨率，以指导光学纳米图像分析和采集

NATURE MACHINE INTELLIGENCE

IF23.9

2023-07-27

OAAI

Bouchard, Catherine; Wiesner, Theresa; Deschenes, Andreanne; Bilodeau, Anthony; Turcotte, Benoit; Gagne, Christian; Lavoie-Cardinal, Flavie

Lifelong Online Learning from Accumulated Knowledge

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2023-02-24

PREAI

Shui, Changjian; Wang, William; Hedhli, Ihsen; Wong, Chi Man; Wan, Feng; Wang, Boyu; Gagne, Christian

A novel domain adaptation theory with Jensen-Shannon divergence

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-12-01

PREAI

Shui, Changjian; Chen, Qi; Wen, Jun; Zhou, Fan; Gagne, Christian; Wang, Boyu

The 5-year longitudinal diagnostic profile and health services utilization of patients treated with electroconvulsive therapy in Quebec: a population-based study

SOCIAL PSYCHIATRY AND PSYCHIATRIC EPIDEMIOLOGY

IF3.5

2022-09-26

PREAI

Lafreniere, Simon; Gholi-Zadeh-Kharrat, Fatemeh; Sirois, Caroline; Massamba, Victoria; Rochette, Louis; Brousseau-Paradis, Camille; Patry, Simon; Gagne, Christian; Lemasson, Morgane; Gariepy, Genevieve; Merette, Chantal; Rahme, Elham; Lesage, Alain

Deep learning of chest X-rays can predict mechanical ventilation outcome in ICU-admitted COVID-19 patients

SCIENTIFIC REPORTS

IF3.9

2022-04-13

OAAI

Gourdeau, Daniel; Potvin, Olivier; Biem, Jason Henry; Cloutier, Florence; Abrougui, Lyna; Archambault, Patrick; Chartrand-Lefebvre, Carl; Dieumegarde, Louis; Gagne, Christian; Gagnon, Louis; Giguere, Raphaelle; Hains, Alexandre; Le, Huy; Lemieux, Simon; Levesque, Marie-Helene; Nepveu, Simon; Rosenbloom, Lorne; Tang, An; Yang, Issac; Duchesne, Nathalie; Duchesne, Simon

Tracking and predicting COVID-19 radiological trajectory on chest X-rays using deep learning

SCIENTIFIC REPORTS

IF3.9

2022-04-04

OAAI

Gourdeau, Daniel; Potvin, Olivier; Archambault, Patrick; Chartrand-Lefebvre, Carl; Dieumegarde, Louis; Forghani, Reza; Gagne, Christian; Hains, Alexandre; Hornstein, David; Le, Huy; Lemieux, Simon; Levesque, Marie-Helene; Martin, Diego; Rosenbloom, Lorne; Tang, An; Vecchio, Fabrizio; Yang, Issac; Duchesne, Nathalie; Duchesne, Simon

On the benefits of representation regularization in invariance based domain generalization

MACHINE LEARNING

IF2.9

2022-01-01

OAAI

Shui, Changjian; Wang, Boyu; Gagne, Christian

Exploring polypharmacy with artificial intelligence: data analysis protocol

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2021-07-20

OAAI

Sirois, Caroline; Khoury, Richard; Durand, Audrey; Deziel, Pierre-Luc; Bukhtiyarova, Olga; Chiu, Yohann; Talbot, Denis; Bureau, Alexandre; Despres, Philippe; Gagne, Christian; Laviolette, Francois; Savard, Anne-Marie; Corbeil, Jacques; Badard, Thierry; Jean, Sonia; Simard, Marc

Recurrent neural networks achieving MLSE performance for optical channel equalization

OPTICS EXPRESS

IF3.3

2021-04-13

OAAI

Kalla, Sai-Chandra-Kumari; Gagne, Christian; Zeng, Ming; Rusch, Leslie A.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2021-02-01

PREAI

Zhou, Fan; Shui, Changjian; Abbasi, Mahdieh; Robitaille, Louis-Emile; Wang, Boyu; Gagne, Christian

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

SCIENTIFIC REPORTS

IF3.9

2020-07-20

OAAI

Lavoie-Cardinal, Flavie; Bilodeau, Anthony; Lemieux, Mado; Gardner, Marc-Andre; Wiesner, Theresa; Laramee, Gabrielle; Gagne, Christian; De Koninck, Paul

Demand-Side Management Using Deep Learning for Smart Charging of Electric Vehicles

IEEE TRANSACTIONS ON SMART GRID

IF9.8

2019-05-01

132

PREAI

Lopez, Karol Lina; Gagne, Christian; Gardner, Marc-Andre

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

NATURE COMMUNICATIONS

IF15.7

2018-12-07

OAAI

Durand, Audrey; Wiesner, Theresa; Gardner, Marc-Andre; Robitaille, Louis-Emile; Bilodeau, Anthony; Gagne, Christian; De Koninck, Paul; Lavoie-Cardinal, Flavie

A two-step approach for mining patient treatment pathways in administrative healthcare databases

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2018-05-01

PREAI

Najjar, Ahmed; Reinharz, Daniel; Girouard, Catherine; Gagne, Christian

Learning to Predict Indoor Illumination from a Single Image 学习从单个图像预测室内照明

ACM TRANSACTIONS ON GRAPHICS

IF9.5

2017-11-20

148

OAAI