Christian Desrosiers
Christian Desrosiers
Professor, École de technologie supérieure - LIVIA - Regroupement stratégique REPARTI
Verified email at etsmtl.ca - Homepage
TitleCited byYear
A comprehensive survey of neighborhood-based recommendation methods
C Desrosiers, G Karypis
Recommender systems handbook, 107-144, 2011
6612011
A comprehensive survey of neighborhood-based recommendation methods
X Ning, C Desrosiers, G Karypis
Recommender systems handbook, 37-76, 2015
1322015
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study
J Dolz, C Desrosiers, IB Ayed
NeuroImage 170, 456-470, 2018
1222018
Within-network classification using local structure similarity
C Desrosiers, G Karypis
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009
452009
Vesselwalker: Coronary arteries segmentation using random walks and hessian-based vesselness filter
F M'hiri, L Duong, C Desrosiers, M Cheriet
2013 IEEE 10th International Symposium on Biomedical Imaging, 918-921, 2013
302013
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation
J Dolz, K Gopinath, J Yuan, H Lombaert, C Desrosiers, IB Ayed
IEEE transactions on medical imaging 38 (5), 1116-1126, 2018
282018
Using heuristics to find minimal unsatisfiable subformulas in satisfiability problems
C Desrosiers, P Galinier, A Hertz, S Paroz
Journal of combinatorial optimization 18 (2), 124-150, 2009
282009
Multi texture analysis of colorectal cancer continuum using multispectral imagery
A Chaddad, C Desrosiers, A Bouridane, M Toews, L Hassan, ...
PloS one 11 (2), e0149893, 2016
242016
Esophagus segmentation in CT via 3D fully convolutional neural network and random walk
T Fechter, S Adebahr, D Baltas, IB Ayed, C Desrosiers, J Dolz
Medical physics 44 (12), 6341-6352, 2017
232017
Hippocampus and amygdala radiomic biomarkers for the study of autism spectrum disorder
A Chaddad, C Desrosiers, L Hassan, C Tanougast
BMC neuroscience 18 (1), 52, 2017
222017
Efficient algorithms for finding critical subgraphs
C Desrosiers, P Galinier, A Hertz
Discrete Applied Mathematics 156 (2), 244-266, 2008
192008
Novel radiomic features based on joint intensity matrices for predicting glioblastoma patient survival time
A Chaddad, P Daniel, C Desrosiers, M Toews, B Abdulkarim
IEEE journal of biomedical and health informatics 23 (2), 795-804, 2018
182018
Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis
K Kumar, C Desrosiers, K Siddiqi, O Colliot, M Toews
NeuroImage 158, 242-259, 2017
162017
Multi-scale radiomic analysis of sub-cortical regions in MRI related to autism, gender and age
A Chaddad, C Desrosiers, M Toews
Scientific reports 7, 45639, 2017
162017
Radiomic analysis of multi-contrast brain MRI for the prediction of survival in patients with glioblastoma multiforme
A Chaddad, C Desrosiers, M Toews
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
162016
A novel approach to compute similarities and its application to item recommendation
C Desrosiers, G Karypis
Pacific Rim International Conference on Artificial Intelligence, 39-51, 2010
162010
Predicting survival time of lung cancer patients using radiomic analysis
A Chaddad, C Desrosiers, M Toews, B Abdulkarim
Oncotarget 8 (61), 104393, 2017
152017
Classifications of multispectral colorectal cancer tissues using convolution neural network
H Haj-Hassan, A Chaddad, Y Harkouss, C Desrosiers, M Toews, ...
Journal of pathology informatics 8, 2017
152017
Image denoising based on sparse representation and gradient histogram
M Zhang, C Desrosiers
IET Image Processing 11 (1), 54-63, 2016
142016
Benchmark on automatic 6-month-old infant brain segmentation algorithms: the iSeg-2017 challenge
L Wang, D Nie, G Li, É Puybareau, J Dolz, Q Zhang, F Wang, J Xia, Z Wu, ...
IEEE transactions on medical imaging, 2019
132019
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