Christian Desrosiers

Mohamed Cheriet, Christian Desrosiers, Sherif Abuelwafa, 2017, 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA).

Cost-Based Search Ordering for Rate-Constrained Motion Estimation Applied to HEVC

Christian Desrosiers, Stéphane Coulombe, Luc Trudeau, 2018, IEEE Transactions on Broadcasting.

Using Heuristics to Speed Up Frequent Pattern Mining

Pierre Hansen, Alain Hertz, Christian Desrosiers, 2008 .

Modeling Texture in Deep 3D CNN for Survival Analysis

Christian Desrosiers, Ahmad Chaddad, Paul Sargos, 2020, IEEE Journal of Biomedical and Health Informatics.

Effective document image deblurring via gradient histogram preservation

Caiming Zhang, Mohamed Cheriet, Christian Desrosiers, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Analyzing Brain Morphology on the Bag-of-Features Manifold

Kuldeep Kumar, William M. Wells, Matthew Toews, 2019, IPMI.

Adversarial Normalization for Multi Domain Image Segmentation

Christian Desrosiers, Herve Lombaert, Pierre-Luc Delisle, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis pdf

Christian Desrosiers, Herve Lombaert, Benoit Anctil-Robitaille, 2020, Computational Diffusion MRI.

ReALEITY : a tool for recovering software layers from object-oriented systems

Hafedh Mili, Christian Desrosiers, Alvine Boaye Belle, 2015 .

Forecasting SNR margins has low-complexity

Christine Tremblay, Christian Desrosiers, Firouzeh Golaghazadeh, 2020 .

Teach me to segment with mixed supervision: Confident students become masters pdf

Jose Dolz, Christian Desrosiers, Ismail Ben Ayed, 2020, IPMI.

Privacy-Net: An Adversarial Approach For Identity-obfuscated Segmentation pdf

Pierre-Marc Jodoin, Bach Ngoc Kim, Christian Desrosiers, 2019, ArXiv.

Brain Status Prediction with Non-negative Projective Dictionary Learning

Caiming Zhang, Christian Desrosiers, Yuhong Guo, 2018, MLMI@MICCAI.

Efficient algorithms for finding critical subgraphs

Alain Hertz, Christian Desrosiers, Philippe Galinier, 2004, Discret. Appl. Math..

Convolutional pyramid of bidirectional character sequences for the recognition of handwritten words

Mohamed Cheriet, Christian Desrosiers, Mohamed Mhiri, 2018, Pattern Recognit. Lett..

A Comprehensive Survey of Neighborhood-based Recommendation Methods

George Karypis, Christian Desrosiers, Xia Ning, 2011, Recommender Systems Handbook.

An unsupervised random walk approach for the segmentation of brain MRI

Christian Desrosiers, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

A sparse coding approach for the efficient representation and segmentation of white matter fibers

Kuldeep Kumar, Christian Desrosiers, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Wearable Devices for Classification of Inadequate Posture at Work Using Neural Networks

Christian Desrosiers, Martin J.-D. Otis, Johannes C. Ayena, 2017, Sensors.

Enhancing link-based similarity through the use of non-numerical labels and prior information

George Karypis, Christian Desrosiers, 2010, MLG '10.

Information based Deep Clustering: An experimental study pdf

Jizong Peng, Christian Desrosiers, Marco Pedersoli, 2019, ArXiv.

Eye-on-Hand Calibration Method for Cable-Driven Parallel Robots

Philippe Cardou, Marc Gouttefarde, Christian Desrosiers, 2019, Mechanisms and Machine Science.

Spectral Graph Transformer Networks for Brain Surface Parcellation

Christian Desrosiers, Herve Lombaert, Ran He, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Novel Radiomic Features Based on Joint Intensity Matrices for Predicting Glioblastoma Patient Survival Time

Matthew Toews, Paul Daniel, Christian Desrosiers, 2019, IEEE Journal of Biomedical and Health Informatics.

A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences

Mohamed Cheriet, Christian Desrosiers, Joaquim Miró, 2016, Comput. Biol. Medicine.

Using heuristics to find minimal unsatisfiable subformulas in satisfiability problems

Alain Hertz, Christian Desrosiers, Philippe Galinier, 2009, J. Comb. Optim..

Improving Frequent Subgraph Mining in the Presence of Symmetry

Pierre Hansen, Alain Hertz, Christian Desrosiers, 2007, MLG.

Revisiting CycleGAN for semi-supervised segmentation pdf

Christian Desrosiers, Jose Dolz, Arnab Kumar Mondal, 2019, ArXiv.

Multi-modal brain fingerprinting: a manifold approximation based framework

Matthew Toews, Christian Desrosiers, Olivier Colliot, 2018 .

Multispectral texture analysis of histopathological abnormalities in colorectal tissues

Matthew Toews, Christian Desrosiers, Ahmad Chaddad, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Track-To-Learn: A general framework for tractography with deep reinforcement learning

Pierre-Marc Jodoin, Christian Desrosiers, Maxime Descoteaux, 2020, bioRxiv.

Deep Learning for Multi-Step Performance Prediction in Operational Optical Networks

Christine Tremblay, Christian Desrosiers, Ameni Mezni, 2020, 2020 Conference on Lasers and Electro-Optics (CLEO).

A Comprehensive Survey of Neighborhood-based Recommendation Methods

George Karypis, Christian Desrosiers, 2011, Recommender Systems Handbook.

Automated generation of conjectures on forbidden subgraph characterization

Pierre Hansen, Alain Hertz, Christian Desrosiers, 2007, Discret. Appl. Math..

Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation pdf

Christian Desrosiers, Herve Lombaert, Karthik Gopinath, 2020, UNSURE/GRAIL@MICCAI.

Image completion with global structure and weighted nuclear norm regularization

Christian Desrosiers, Mingli Zhang, Christian Desrosiers, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Local discriminative characterization of MRI for Alzheimer's disease

Matthew Toews, Christian Desrosiers, Ahmad Chaddad, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives

Kuldeep Kumar, Christian Wachinger, Matthew Toews, 2019, NeuroImage.

A machine learning approach to automate facial expressions from physical activity

Christian Desrosiers, Eric Paquette, Tarik Boukhalfi, 2015 .

Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma pdf

Christian Desrosiers, Ahmad Chaddad, Saima Rathore, 2019, RNO-AI@MICCAI.

A random walk approach for multiatlas-based segmentation

Luc Duong, Christian Desrosiers, Jean-Philippe Morin, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

A Novel Approach to Compute Similarities and Its Application to Item Recommendation

George Karypis, Christian Desrosiers, G. Karypis, 2010, PRICAI.

Effective compressive sensing via reweighted total variation and weighted nuclear norm regularization

Caiming Zhang, Christian Desrosiers, Mingli Zhang, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest

Yuchen Lu, Xuan Li, Christian Desrosiers, 2020, MLMI@MICCAI.

Contextual Anomaly Detection Using Log-Linear Tensor Factorization

Robert Sabourin, Christian Desrosiers, Alpa Jayesh Shah, 2015, PAKDD.

High-quality Image Restoration Using Low-Rank Patch Regularization and Global Structure Sparsity

Christian Desrosiers, Mingli Zhang, Christian Desrosiers, 2019, IEEE Transactions on Image Processing.

Multiregion segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks

Jing Yuan, Xi Zhang, Hongbing Lu, 2018, Medical physics.

HyperDense-Net: A hyper-densely connected CNN for multi-modal image semantic segmentation pdf

Jing Yuan, Jose Dolz, Christian Desrosiers, 2017, ArXiv.

Hierarchical representation learning using spherical k-means for segmentation-free word spotting

Mohamed Cheriet, Christian Desrosiers, Sherif Abuelwafa, 2018, Pattern Recognit. Lett..

Boundary loss for highly unbalanced segmentation

Jose Dolz, Christian Desrosiers, Ismail Ben Ayed, 2018, MIDL.

Graph Convolutions on Spectral Embeddings for Cortical Surface Parcellation

Christian Desrosiers, Herve Lombaert, Karthik Gopinath, 2019, Medical Image Anal..

Radiomic analysis of multi-contrast brain MRI for the prediction of survival in patients with glioblastoma multiforme

Matthew Toews, Christian Desrosiers, Ahmad Chaddad, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Discretely-constrained deep network for weakly supervised segmentation

Jizong Peng, Christian Desrosiers, Ismail Ben Ayed, 2019, Neural Networks.

The Layered Architecture Recovery as a Quadratic Assignment Problem

Hafedh Mili, Christian Desrosiers, Ghizlane El-Boussaidi, 2015, ECSA.

Rate distortion-based motion estimation search ordering for rate-constrained successive elimination algorithms

Christian Desrosiers, Stéphane Coulombe, Luc Trudeau, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Within-Network Classification Using Local Structure Similarity

George Karypis, Christian Desrosiers, G. Karypis, 2009, ECML/PKDD.

SyGMA: Reducing Symmetry in Graph Mining

Pierre Hansen, Alain Hertz, Christian Desrosiers, 2007 .

Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data pdf

Christian Desrosiers, Herve Lombaert, Karthik Gopinath, 2018, ArXiv.

Query-by-example word spotting using multiscale features and classification in the space of representation differences

Mohamed Cheriet, Christian Desrosiers, Mohamed Mhiri, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Deep Radiomic Analysis to Predict Gleason Score in Prostate Cancer

Idowu Paul Okuwobi, Christian Desrosiers, Ahmad Chaddad, 2020, IEEE Access.

White Matter Fiber Segmentation Using Functional Varifolds pdf

Kuldeep Kumar, Pietro Gori, Stanley Durrleman, 2017, GRAIL/MFCA/MICGen@MICCAI.

Multi-level rate-constrained successive elimination algorithm tailored to suboptimal motion estimation in HEVC

Christian Desrosiers, Stéphane Coulombe, Luc Trudeau, 2020, Signal Process. Image Commun..

Learnable Pooling in Graph Convolutional Networks for Brain Surface Analysis

Christian Desrosiers, Herve Lombaert, Karthik Gopinath, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Mutual information deep regularization for semi-supervised segmentation

Jizong Peng, Christian Desrosiers, Marco Pedersoli, 2020, MIDL.

An adaptive search ordering for rate-constrained successive elimination algorithms

Christian Desrosiers, Stéphane Coulombe, Luc Trudeau, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Brain Fiber Clustering Using Non-negative Kernelized Matching Pursuit

Kuldeep Kumar, Kaleem Siddiqi, Christian Desrosiers, 2015, MLMI.

Self-paced and self-consistent co-training for semi-supervised image segmentation pdf

Jizong Peng, Ping Wang, Christian Desrosiers, 2020, Medical Image Anal..

Isointense infant brain segmentation with a hyper-dense connected convolutional neural network

Jing Yuan, Jose Dolz, Christian Desrosiers, 2017, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

The Layered Architecture revisited: Is it an Optimization Problem?

Hafedh Mili, Christian Desrosiers, Ghizlane El-Boussaidi, 2013, SEKE.

Combining Laplacian eigenmaps and vesselness filters for vessel segmentation in X-ray angiography

Christian Desrosiers, Luc Duong, Faten M'hiri, 2012, 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

Vesselwalker: Coronary arteries segmentation using random walks and hessian-based vesselness filter

Mohamed Cheriet, Christian Desrosiers, Luc Duong, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation

Dinggang Shen, Jing Yuan, Li Wang, 2017, Comput. Medical Imaging Graph..

Atlas-based reconstruction of high performance brain MR data

Caiming Zhang, Christian Desrosiers, Mingli Zhang, 2018, Pattern Recognit..

GBM heterogeneity characterization by radiomic analysis of phenotype anatomical planes

Matthew Toews, Christian Desrosiers, Ahmad Chaddad, 2016, SPIE Medical Imaging.

Classifications of Multispectral Colorectal Cancer Tissues Using Convolution Neural Network

Camel Tanougast, Matthew Toews, Christian Desrosiers, 2017, Journal of pathology informatics.

Atlas-based segmentation of brain magnetic resonance imaging using random walks

Luc Duong, Christian Desrosiers, Jean-Philippe Morin, 2012, 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

Hierarchical segmentation and tracking of coronary arteries in 2D X-ray Angiography sequences

Mohamed Cheriet, Christian Desrosiers, Luc Duong, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Deep Co-Training for Semi-Supervised Image Segmentation pdf

Jizong Peng, Christian Desrosiers, Marco Pedersoli, 2019, Pattern Recognit..

A weighted total variation approach for the atlas-based reconstruction of brain MR data

Kuldeep Kumar, Christian Desrosiers, Mingli Zhang, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

Gang Li, Dinggang Shen, Guoyan Zheng, 2019, IEEE Transactions on Medical Imaging.

Automatic evaluation of vessel diameter variation from 2D X-ray angiography

Mohamed Cheriet, Luc Duong, Christian Desrosiers, 2017, International Journal of Computer Assisted Radiology and Surgery.

Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning pdf

Jose Dolz, Christian Desrosiers, Arnab Kumar Mondal, 2018, ArXiv.

Image segmentation using random-walks on the histogram

Luc Duong, Christian Desrosiers, Jean-Philippe Morin, 2012, Medical Imaging.

Intensity-based hierarchical clustering in CT-scans: application to interactive segmentation in cardiology

Luc Duong, Christian Desrosiers, Jonathan Hadida, 2011, Medical Imaging.

DOPE: Distributed Optimization for Pairwise Energies

Jose Dolz, Christian Desrosiers, Ismail Ben Ayed, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Stochastic 3D Motion Compensation of Coronary Arteries from Monoplane Angiograms

Luc Duong, Christian Desrosiers, Jonathan Hadida, 2012, MICCAI.

A Fast and Adaptive Random Walks Approach for the Unsupervised Segmentation of Natural Images

Christian Desrosiers, 2014, 2014 22nd International Conference on Pattern Recognition.

Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities pdf

Jose Dolz, Christian Desrosiers, Ismail Ben Ayed, 2018, BrainLes@MICCAI.

Unsupervised segmentation using dynamic superpixel random walks

Christian Desrosiers, Christian Desrosiers, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Unbiased Shape Compactness for Segmentation pdf

Jose Dolz, Christian Desrosiers, Ismail Ben Ayed, 2017, MICCAI.

Word spotting and recognition via a joint deep embedding of image and text

Mohamed Cheriet, Christian Desrosiers, Mohamed Mhiri, 2019, Pattern Recognit..

IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet pdf

Jose Dolz, Christian Desrosiers, Ismail Ben Ayed, 2018, CSI@MICCAI.

Two-Stream Temporal Convolutional Networks for Skeleton-Based Human Action Recognition

Feng Li, Christian Desrosiers, Jin-Gong Jia, 2020, Journal of Computer Science and Technology.

Sub-partition reuse for fast optimal motion estimation in HEVC successive elimination algorithms

Christian Desrosiers, Stéphane Coulombe, Luc Trudeau, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Deep high-order supervised hashing

Qiang Zhang, Jian Lu, Bin Liu, 2019 .

Structure preserving image denoising based on low-rank reconstruction and gradient histograms

Christian Desrosiers, Mingli Zhang, Christian Desrosiers, 2018, Comput. Vis. Image Underst..

LRI: A low rank approach to non-local sparse representation for image interpolation

Christian Desrosiers, Mingli Zhang, Sadegh Heyrani-Nobari, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images

Benjamin Thyreau, D. Louis Collins, Aaron Carass, 2018, NeuroImage.

Multi-modal brain fingerprinting: A manifold approximation based framework

Matthew Toews, Christian Desrosiers, Olivier Colliot, 2017, NeuroImage.

3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study

Jose Dolz, Christian Desrosiers, Ismail Ben Ayed, 2016, NeuroImage.

Machine learning for the diagnosis of Parkinson's disease: A systematic review pdf

Christian Desrosiers, Jie Mei, Johannes Frasnelli, 2020, ArXiv.

A 3D fully convolutional neural network and a random walker to segment the esophagus in CT pdf

Dimos Baltas, Jose Dolz, Christian Desrosiers, 2017, ArXiv.

Improving constrained pattern mining with first-fail-based heuristics

Pierre Hansen, Alain Hertz, Christian Desrosiers, 2011, Data Mining and Knowledge Discovery.

Brain status modeling with non-negative projective dictionary learning

Gregory Kiar, Christian Desrosiers, Yuhong Guo, 2020, NeuroImage.

Adaptive Graph Convolution Pooling for Brain Surface Analysis

Christian Desrosiers, Herve Lombaert, Karthik Gopinath, 2019, IPMI.

A sparse coding method for semi-supervised segmentation with multi-class histogram constraints

Christian Desrosiers, Stefan Karnyaczki, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

A Large-scale and Extensible Platform for Precision Medicine Research

Christian Desrosiers, Johanne Tremblay, Alain April, 2019, PDH.

HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation

Jing Yuan, Jose Dolz, Christian Desrosiers, 2018, IEEE Transactions on Medical Imaging.

Real-time Motion Planning for Robotic Teleoperation Using Dynamic-goal Deep Reinforcement Learning

Ilian A. Bonev, Christian Desrosiers, Kaveh Kamali, 2020, 2020 17th Conference on Computer and Robot Vision (CRV).

Att-MoE: Attention-based Mixture of Experts for nuclear and cytoplasmic segmentation

Christian Desrosiers, Yuanfeng Zhou, Jinhua Liu, 2020, Neurocomputing.

Fiberprint: Human Brain Wiring Shows Unique Fingerprint

Kuldeep Kumar, Kaleem Siddiqi, Matthew Toews, 2017 .

Spatially constrained sparse regression for the data-driven discovery of Neuroimaging biomarkers

Kuldeep Kumar, Matthew Toews, Christian Desrosiers, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Modeling Information Flow Through Deep Neural Networks pdf

Eric Granger, Matthew Toews, Christian Desrosiers, 2017, ArXiv.

Cortical Parcellation via Spectral Graph Convolutions

Christian Desrosiers, Herve Lombaert, Karthik Gopinath, 2019 .

Realistic Image Normalization for Multi-Domain Segmentation pdf

Christian Desrosiers, Herve Lombaert, Pierre-Luc Delisle, 2020, Medical Image Anal..

White matter fiber analysis using kernel dictionary learning and sparsity priors

Kuldeep Kumar, Kaleem Siddiqi, Christian Desrosiers, 2018, Pattern Recognit..

Deep Radiomic Analysis of MRI Related to Alzheimer’s Disease

Christian Desrosiers, Ahmad Chaddad, Tamim Niazi, 2018, IEEE Access.

Deep Radiomic Analysis Based on Modeling Information Flow in Convolutional Neural Networks

Matthew Toews, Christian Desrosiers, Ahmad Chaddad, 2019, IEEE Access.

Diversified Multi-prototype Representation for Semi-supervised Segmentation pdf

Christian Desrosiers, Marco Pedersoli, Jizong Peng, 2021, ArXiv.

Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization pdf

Christian Desrosiers, Marco Pedersoli, Jizong Peng, 2021, ArXiv.

Forecasting Lightpath QoT with Deep Neural Networks

Hussein Chouman, Christine Tremblay, Petar Djukic, 2021, 2021 Optical Fiber Communications Conference and Exhibition (OFC).

SegRecon: Learning Joint Brain Surface Reconstruction and Segmentation from Images

Christian Desrosiers, Herve Lombaert, Karthik Gopinath, 2021, MICCAI.

Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems pdf

George Karypis, Christian Desrosiers, Athanasios N. Nikolakopoulos, 2021, Recommender Systems Handbook.

Multi-Task Joint Learning of 3D Keypoint Saliency and Correspondence Estimation

Christian Desrosiers, Yuanfeng Zhou, Guangshun Wei, 2021, Comput. Aided Des..

Mixed-supervised segmentation: Confidence maximization helps knowledge distillation pdf

Bingyuan Liu, Jose Dolz, Christian Desrosiers, 2021, ArXiv.

Manifold-aware synthesis of high-resolution diffusion from structural imaging pdf

Maxime Descoteaux, Pierre-Marc Jodoin, Christian Desrosiers, 2021, Frontiers in Neuroimaging.

Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images

Pierre-Marc Jodoin, Jose Dolz, Christian Desrosiers, 2019, IEEE Transactions on Medical Imaging.

Efficient Pairwise Neuroimage Analysis Using the Soft Jaccard Index and 3D Keypoint Sets

Matthew Toews, Christian Desrosiers, Laurent Chauvin, 2021, IEEE Transactions on Medical Imaging.

Deep radiomic signature with immune cell markers predicts the survival of glioma patients

Christian Desrosiers, Ahmad Chaddad, Tamim Niazi, 2021, Neurocomputing.

Context-aware virtual adversarial training for anatomically-plausible segmentation

Caiming Zhang, Christian Desrosiers, Yuanfeng Zhou, 2021, MICCAI.

Track-to-Learn: A general framework for tractography with deep reinforcement learning

Maxime Descoteaux, Pierre-Marc Jodoin, Christian Desrosiers, 2021, Medical Image Anal..

Multi Texture Analysis of Colorectal Cancer Continuum Using Multispectral Imagery

Ahmed Bouridane, Camel Tanougast, Matthew Toews, 2016, PloS one.

Multi-scale radiomic analysis of sub-cortical regions in MRI related to autism, gender and age

Matthew Toews, Christian Desrosiers, Ahmad Chaddad, 2017, Scientific Reports.

Diffusion Orientation Histograms (DOH) for Diffusion Weighted Image Analysis

Matthew Toews, Christian Desrosiers, Laurent Chauvin, 2018 .

Predicting survival time of lung cancer patients using radiomic analysis

Matthew Toews, Christian Desrosiers, Ahmad Chaddad, 2017, Oncotarget.

Fiberprint : A subject fi ngerprint based on sparse code pooling for white matter fi ber analysis

Kaleem Siddiqi, Matthew Toews, Christian Desrosiers, 2022 .

Hippocampus and amygdala radiomic biomarkers for the study of autism spectrum disorder

Camel Tanougast, Christian Desrosiers, Ahmad Chaddad, 2017, BMC Neuroscience.

A quantitative study of shape descriptors from glioblastoma multiforme phenotypes for predicting survival outcome.

Camel Tanougast, Christian Desrosiers, Ahmad Chaddad, 2016, The British journal of radiology.