CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance - Andrew Jesson; Nicolas Guizard; Sina Hamidi Ghalehjegh; Damien Goblot; Florian Soudan; Nicolas Chapados (CoRR, 2018)

CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance - Andrew Jesson; Nicolas Guizard; Sina Hamidi Ghalehjegh; Damien Goblot; Florian Soudan; Nicolas Chapados (Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III, 2017)

HeMIS: Hetero-Modal Image Segmentation - Mohammad Havaei; Nicolas Guizard; Nicolas Chapados; Yoshua Bengio (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II, 2016)

Deep Learning Trends for Focal Brain Pathology Segmentation in MRI - Mohammad Havaei; Nicolas Guizard; Hugo Larochelle; Pierre-Marc Jodoin (Machine Learning for Health Informatics - State-of-the-Art and Future Challenges, 2016)

HeMIS: Hetero-Modal Image Segmentation - Mohammad Havaei; Nicolas Guizard; Nicolas Chapados; Yoshua Bengio (CoRR, 2016)

Deep learning trends for focal brain pathology segmentation in MRI - Mohammad Havaei; Nicolas Guizard; Hugo Larochelle; Pierre-Marc Jodoin (CoRR, 2016)

Improving recorded volume in mesial temporal lobe by optimizing stereotactic intracranial electrode implantation planning - Rina Zelmann; Silvain Bériault; Murilo M. Marinho; Kelvin Mok; Jeffery A. Hall; Nicolas Guizard; Claire Haegelen; Andre Olivier; G. Bruce Pike; D. Louis Collins (Int. J. Comput. Assist. Radiol. Surg., 2015)

Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge - David M. Cash; Chris Frost; Leonardo O. Iheme; Devrim Ünay; Melek Kandemir; Jurgen Fripp; Olivier Salvado; Pierrick Bourgeat; Martin Reuter; Bruce Fischl; Marco Lorenzi; Giovanni B. Frisoni; et al. (NeuroImage, 2015)

Automated segmentation of basal ganglia and deep brain structures in MRI of Parkinson's disease - Claire Haegelen; Pierrick Coupé; Vladimir S. Fonov; Nicolas Guizard; Pierre Jannin; Xavier Morandi; D. Louis Collins (Int. J. Comput. Assist. Radiol. Surg., 2013)

A new method for structural volume analysis of longitudinal brain MRI data and its application in studying the growth trajectories of anatomical brain structures in childhood - Bérengère Aubert-Broche; Vladimir S. Fonov; Daniel García-Lorenzo; Abderazzak Mouiha; Nicolas Guizard; Pierrick Coupé; Simon F. Eskildsen; D. Louis Collins (NeuroImage, 2013)

BEaST: Brain extraction based on nonlocal segmentation technique - Simon F. Eskildsen; Pierrick Coupé; Vladimir S. Fonov; José V. Manjón; Kelvin K. Leung; Nicolas Guizard; Shafik N. Wassef; Lasse Riis Østergaard; D. Louis Collins (NeuroImage, 2012)

Spatio-temporal Regularization for Longitudinal Registration to an Unbiased 3D Individual Template - Nicolas Guizard; Vladimir S. Fonov; Daniel García-Lorenzo; Bérengère Aubert-Broche; Simon F. Eskildsen; D. Louis Collins (Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data - Second International Workshop, STIA 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012. Proceedings, 2012)

A New Framework for Analyzing Structural Volume Changes of Longitudinal Brain MRI Data - Bérengère Aubert-Broche; Vladimir S. Fonov; Daniel García-Lorenzo; Abderazzak Mouiha; Nicolas Guizard; Pierrick Coupé; Simon F. Eskildsen; D. Louis Collins (Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data - Second International Workshop, STIA 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012. Proceedings, 2012)

Robust 3D Reconstruction and Mean-Shift Clustering of Motoneurons from Serial Histological Images - Nicolas Guizard; Pierrick Coupé; Nicolas Stifani; Stefano Stifani; D. Louis Collins (Medical Imaging and Augmented Reality - 5th International Workshop, MIAR 2010, Beijing, China, September 19-20, 2010. Proceedings, 2010)