Robust 3D Reconstruction and Mean-Shift Clustering of Motoneurons from Serial Histological Images. - Nicolas Guizard; Pierrick Coupé; Nicolas Stifani; Stefano Stifani; D. Louis Collins (MIAR, 2010)

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 (STIA, 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 (STIA, 2012)

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)

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)

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 001; Leonardo O. Iheme; Devrim Ünay; Melek Kandemir; Jurgen Fripp; Olivier Salvado; Pierrick Bourgeat; Martin Reuter 001; Bruce Fischl; Marco Lorenzi; Giovanni B. Frisoni; et al. (NeuroImage, 2015)

HeMIS: Hetero-Modal Image Segmentation. - Mohammad Havaei; Nicolas Guizard; Nicolas Chapados; Yoshua Bengio (MICCAI (2), 2016)

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

CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance. - Andrew Jesson; Nicolas Guizard; Sina Hamidi Ghalehjegh; Damien Goblot; Florian Soudan; Nicolas Chapados (MICCAI (3), 2017)