+ Original articles in refereed journals and books chapters
«Determining regional brain growth in premature and mature infants in relation to age at MRI using deep neural networks»Beizaee, Farzad, Bona, Michele, Desrosiers, Christian, Dolz, Jose and Lodygensky, Gregory.” |
«Active learning for medical image segmentation with stochastic batches»Gaillochet, Mélanie, Desrosiers, Christian and Lombaert, Hervé.” |
«Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation»Gopinath, Karthik, Desrosiers, Christian and Lombaert, Herve.” |
«Advancements in MRI-based radiomics and artificial intelligence for prostate cancer: A comprehensive review and future prospects»Chaddad, Ahmad, Tan, Guina, Liang, Xiaojuan, Hassan, Lama, Rathore, Saima, Desrosiers, Christian, Katib, Yousef and Niazi, Tamim.”Cancers 2023. |
«Forecasting lightpath quality of transmission and implementing uncertainty in the forecast models»Yousefi, Somaiieh, Chouman, Hussein, Djukic, Petar, Golaghazadeh, Firouzeh, Tremblay, Christine and Desrosiers, Christian.” |
«Shape-aware joint distribution alignment for cross-domain image segmentation»Wang, Ping, Peng, Jizong, Pedersoli, Marco, Zhou, Yuan-Feng, Zhang, Cai-Ming and Desrosiers, Christian.” |
«CAT: Constrained adversarial training for anatomically-plausible semi-supervised segmentation»Wang, Ping, Peng, Jizong, Pedersoli, Marco, Zhou, Yuan-Feng, Zhang, Cai-Ming and Desrosiers, Christian.” |
«Segmentation with mixed supervision: Confidence maximization helps knowledge distillation»Liu, Bingyuan, Desrosiers, Christian, Ben Ayed, Ismail and Dolz, Jose.” |
«Deep radiomic signature with immune cell markers predicts the survival of glioma patients»Ahmad Chaddad, Paul Daniel, Mingli Zhang, Saima Rathore, Paul Sargos, Christian Desrosiers, Tamim Niazi” |
«Deep radiomic analysis for predicting coronavirus disease 2019 in computerized tomography and X-ray images»Ahmad Chaddad, Lama Hassan, Christian Desrosiers” |
«Efficient pairwise neuroimage analysis using the soft jaccard index and 3D keypoint sets»Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, William Wells, Matthew Toews” |
«Learnable pooling in graph convolutional networks for brain surface analysis»Karthik Gopinath, Christian Desrosiers, Herve Lombaert” |
«No-reference video quality assessment using distortion learning and temporal attention»Koffi Kossi, Stéphane Coulombe, Christian Desrosiers, Ghyslain Gagnon” |
«Deep neural forest for out-of-distribution detection of skin lesion images»Xuan Li, Christian Desrosiers, Xue Liu” |
«Grayscale self-adjusting network with weak feature enhancement for 3D lumbar anatomy segmentation»Jinhua Liu, Zhiming Cui, Christian Desrosiers, Shuyi Lu, Yuanfeng Zhou” |
«Deep CNN models for predicting COVID-19 in CT and X-ray images»Ahmad Chaddad, Lama Hassan, Christian Desrosiers” |
«Can autism be diagnosed with artificial intelligence? A narrative review»Ahmad Chaddad, Jiali Li, Qizong Lu, Yujie Li, Idowu Paul Okuwobi, Camel Tanougast, Christian Desrosiers, Tamim Niazi” |
«Modeling texture in deep 3D CNN for survival analysis»Ahmad Chaddad, Paul Sargos, Christian Desrosiers” |
«Realistic image normalization for multi-Domain segmentation»Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert” |
«Boundary loss for highly unbalanced segmentation»Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, José Dolz, Ismail Ben Ayed” |
«Privacy-net: An adversarial approach for identity-obfuscated segmentation of medical images»Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers” |
«Machine learning for the diagnosis of parkinson\’s disease: A review of literature»Jie Mei, Christian Desrosiers, Johannes Frasnelli” |
«Track-to-Learn: A general framework for tractography with deep reinforcement learning»Antoine Theberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin” |
«Self-paced and self-consistent co-training for semi-supervised image segmentation»Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers” |
«Multi-task joint learning of 3D keypoint saliency and correspondence estimation»Guangshun Wei, Long Ma, Chen Wang, Christian Desrosiers, YuanFeng Zhou” |
«Deep radiomic analysis to predict gleason score in prostate cancer»Ahmad Chaddad, Michael J.Kucharczyk, Christian Desrosiers, Idowu Paul Okuwobi, Yousef Katib, Mingli Zhang, Saima Rathore, Paul Sargos, Tamim Niazi” |
«Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives»Laurent Chauvin, Kuldeep Kumar, Christian Wachinger, Marc Vangel, Jacques de Guise, Christian Desrosiers, William Wells, Matthew Toews” |
«Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation»Jose Dolz, Christian Desrosiers, Li Wang, Jing Yuan, Dinggang Shen, Ismail Ben Ayed” |
«Two-stream temporal convolutional networks for skeleton-based human action recognition»Jin-Gong Jia, Yuan-Feng Zhou, Xing-Wei Hao, Feng Li, Christian Desrosiers, Cai-Ming Zhang” |
«Low-rank and sparse recovery of human gait data»Kaveh Kamali, Ali Akbar Akbari, Christian Desrosiers, Alireza Akbarzadeh, Martin J.D. Otis, Johannes C. Ayena” |
«Att-MoE: Attention-based Mixture of Experts for nuclear and cytoplasmic segmentation»Jinhua Liu, Christian Desrosiers, Yuanfeng Zhou” |
«Deep co-training for semi-supervised image segmentation»Jizong Peng, Guillermo Estrada, Marco Pedersoli, Christian Desrosiers” |
«Discretely-constrained deep network for weakly supervised segmentation»Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers” |
«Multi-level rate-constrained successive elimination algorithm tailored to suboptimal motion estimation in HEVC»Luc Trudeau, Stéphane Coulombe, Christian Desrosiers” |
«Trends in optical span loss detected using the time series decomposition method»Banti Laure M.Yaméogo, Douglas W. Charlton, David Doucet, Christian Desrosiers, Maurice O\’ Sullivan, Christine Tremblay” |
«Brain status modeling with non-negative projective dictionary learning»Mingli Zhang, Christian Desrosiers, Yuhong Guo, Budhachandra Khundrakpam, Noor Al-Sharif, Greg Kiar, Pedro Valdes-Sosa, Jean-Baptiste Poline, Alan Evans” |
«Novel radiomic features based on joint intensity matrices for predicting glioblastoma patient survival time»Ahmad Chaddad, Paul Daniel, Christian Desrosiers, Matthew Toews, Bassam Abdulkarim” |
«Integration of radiomic and multi-omic analyses predicts survival of newly diagnosed IDH1 wild-type glioblastoma»Ahmad Chaddad, Paul Daniel, Siham Sabri, Christian Desrosiers, Bassam Abdulkarim” |
«Predicting the gene status and survival outcome of lower grade glioma patients with multimodal MRI features»Ahmad Chaddad, Christian Desrosiers, Bassam Abdulkarim, Tamim Niazi” |
«Deep radiomic analysis based on modeling information flow in convolutional neural networks»Ahmad Chaddad, Matthew Toews, Christian Desrosiers, Tamim Niazi” |
«Deep high-order supervised hashing»Jing Dong Cheng, Qiu Le Sun, Jian Xin Zhang, Christian Desrosiers, Bin Liu, Jian Lu, Qiang Zhang” |
«HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation»Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed” |
«Graph convolutions on spectral embeddings for cortical surface parcellation»Karthik Gopinath, Christian Desrosiers, Herve Lombaert” |
«White matter fiber analysis using kernel dictionary learning and sparsity priors»Kuldeep Kumar, Kaleem Siddiqi, Christian Desrosiers” |
«Word spotting and recognition via a joint deep embedding of image and text»Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet” |
«Benchmark on automatic six-month-old infant brain segmentation algorithms: the iSeg-2017 challenge»Li Wang, Dong Nie, Li Guannan, Élodie Puybareau, Jose Dolz, Qian Zhang, Fan Wang, Jing Xia, Zhengwang Wu, Jia-Wei Chen, Kim-Han Thung, Toan Duc Bui, Jitae Shin, Guodong Zeng, Guoyan Zheng, Vladimir S.Fonov, Andrew Doyle, Yongchao Xu, Pim Moeskops, Josien P. W. Pluim, Christian Desrosiers, Ismail Ben Ayed, Gerard Sanroma, Oualid M. Benkarim, Adrià Casamitjana, Verónica Vilaplana, Weili Lin, Gang Li, Dinggang Shen” |
«High-quality image restoration using low-rank patch regularization and global structure sparsity»Mingli Zhang, Christian Desrosiers” |
«Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images»Aaron Carass, Jennifer L.Cuzzocreo, Shuo Han, Carlos R. Hernandez-Castillo, Paul E. Rasser, Melanie Ganz, Vincent Beliveau, Jose Dolz, Ismail Ben Ayed, Christian Desrosiers, Benjamin Thyreau, José E. Romero, Pierrick Coupé, José V. Manjón, Vladimir S. Fonov, D. Louis Collins, Sarah H. Ying, Chiadi U. Onyike, Deana Crocetti, Bennett A. Landman, Stewart H. Mostofsky, Paul M. Thompson, Jerry L. Prince” |
«Deep radiomic analysis of MRI related to Alzheimer\’s disease»Ahmad Chaddad, Christian Desrosiers, Tamim Niazi” |
«3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study»Jose Dolz, Christian Desrosiers, Ismail Ben Ayed” |
«Multiregion segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks»Jose Dolz, Xiaopan Xu, Jérôme Rony, Jing Yuan, Yang Liu, Éric Granger, Christian Desrosiers, Xi Zhang, Ismail Ben Ayed, Hongbing Lu” |
«Multi-modal brain fingerprinting: A manifold approximation based framework»Kuldeep Kumar, Matthew Toews, Laurent Chauvin, Olivier Colliot, Christian Desrosiers” |
«Hierarchical representation learning using spherical k-means for segmentation-free word spotting»Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet” |
«Convolutional pyramid of bidirectional character sequences for the recognition of handwritten words»Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet” |
«Cost-based search ordering for rate-constrained motion estimation applied to HEVC»Luc Trudeau, Stéphane Coulombe, Christian Desrosiers” |
«Structure preserving image denoising based on low-rank reconstruction and gradient histograms»Mingli Zhang, Christian Desrosiers” |
«Atlas-based reconstruction of high performance brain MR data»Mingli Zhang, Christian Desrosiers, Caiming Zhang” |
«Wearable devices for classification of inadequate posture at work using neural networks»Eya Barkallah, Johan Freulard, Martin J.D. Otis, Suzy Ngomo, Johannes C. Ayena, Christian Desrosiers” |
«Hippocampus and amygdala radiomic biomarkers for the study of autism spectrum disorder»Ahmad Chaddad, Christian Desrosiers, Lama Hassan, Camel Tanougast” |
«Multi-scale radiomic analysis of sub-cortical regions in MRI related to autism, gender and age»Ahmad Chaddad, Christian Desrosiers, Matthew Toews” |
«Predicting survival time of lung cancer patients using radiomic analysis»Ahmad Chaddad, Christian Desrosiers, Matthew Toews, Bassam Abdulkarim” |
«Esophagus segmentation in CT via 3D fully convolutional neural network and random walk»Tobias Fechter, Sonja Adebahr, Dimos Baltas, Ismail Ben Ayed, Christian Desrosiers, Jose Dolz” |
«Classifications of multispectral colorectal cancer tissues using convolution neural network»Hawraa Haj-Hassan, Ahmad Chaddad, Youssef Harkouss, Christian Desrosiers, Matthew Toews, Camel Tanougast” |
«Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis»Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi, Olivier Colliot, Matthew Toews”NeuroImage 2017. |
«Automatic evaluation of vessel diameter variation from 2D X-ray angiography»Faten M’hiri, Luc Duong, Christian Desrosiers, Nagib Dahdah, Joaquim Miró, Mohamed Cheriet” |
«Image denoising based on sparse representation and gradient histogram»Mingli Zhang, Christian Desrosiers” |
«Multi texture analysis of colorectal cancer continuum using multispectral imagery»Ahmad Chaddad, Christian Desrosiers, Ahmed Bouridane, Matthew Toews, Lama Hassan, Camel Tanougast” |
«A quantitative study of shape descriptors from glioblastoma multiforme phenotypes for predicting survival outcome»Ahmad Chaddad, Christian Desrosiers, Lama Hassan, Camel Tanougast” |
«A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences»Faten M\’Hiri, Luc Duong, Christian Desrosiers, Mohamed Leye, Joaquim Miró, Mohamed Cheriet” |
«Automated generation of conjectures on forbidden subgraph characterization»Christian Desrosiers, Philippe Galinier, Pierre Hansen, Alain Hertz” |
«Improving constrained pattern mining with first-fail-based heuristics»Christian Desrosiers, Philippe Galinier, Alain Hertz, Pierre Hansen” |
«Track-To-Learn: A general framework for tractography with deep reinforcement learning»Théberge, A and Desrosiers, C and Descoteaux, M and Jodoin, P M” bioRxiv 2020. |
«Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis»Anctil-Robitaille, B and Desrosiers, C and …” arXiv preprint arXiv łdots 2020. |
«Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation»Gopinath, Karthik and Desrosiers, Christian and Lombaert, Herve” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020. |
«Multi-level rate-constrained successive elimination algorithm tailored to suboptimal motion estimation in HEVC»Trudeau, Luc and Coulombe, Stéphane and Desrosiers, Christian” Signal Processing: Image Communication 2020. |
«Mutual information based deep clustering for semi-supervised segmentation»Review, Under” Medical Imaging with Deep łdots 2020. |
«Modeling texture in deep 3D CNN for survival analysis»Chaddad, Ahmad and Sargos, Paul and Desrosiers, Christian” IEEE Journal of Biomedical and Health Informatics 2020. |
«Two-Stream Temporal Convolutional Networks for Skeleton-Based Human Action Recognition»Jia, Jin Gong and Zhou, Yuan Feng and Hao, Xing Wei and Li, Feng and Desrosiers, Christian and Zhang, Cai Ming” Journal of Computer Science and Technology 2020. |
«Att-MoE: Attention-based Mixture of Experts for nuclear and cytoplasmic segmentation»Liu, Jinhua and Desrosiers, Christian and Zhou, Yuanfeng” Neurocomputing 2020. |
«Realistic Image Normalization for Multi-Domain Segmentation»Delisle, Pierre-Luc and Anctil-Robitaille, Benoit and Desrosiers, Christian and Lombaert, Herve” arXiv preprint arXiv łdots 2020. |
«Trends in Optical Span Loss Detected Using the Time Series Decomposition Method»Yameogo, Banti Laure M. and Charlton, Douglas W. and Doucet, David and Desrosiers, Christian and O’Sullivan, Maurice and Tremblay, Christine” Journal of Lightwave Technology 2020. |
«Machine learning for the diagnosis of Parkinson’s disease: A systematic review»Mei, J and Desrosiers, C and Frasnelli, J” arXiv preprint arXiv:2010.06101 2020. |
«(MI损失+增强一致性loss）Mutual information deep regularization for semi-supervised segmentation»Peng, Jizong and Pedersoli, Marco” Midl 2020. |
«Deep co-training for semi-supervised image segmentation»Peng, J and Estrada, G and Pedersoli, M and Desrosiers, C” Pattern Recognition 2020. |
«Self-paced and self-consistent co-training for semi-supervised image segmentation»Wang, P and Peng, J and Pedersoli, M and Zhou, Y and Zhang, C and …” methods 2020. |
«双流时间卷积神经网络用于基于骨架的人体动作识别»Jia, J G and Zhou, Y F and Hao, X W and Li, F and Desrosiers, C and …” 计算机科学技术 łdots 2020. |
«Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy»Kim, Bach Ngoc and Dolz, Jose and Desrosiers, Christian and Jodoin, Pierre-Marc” arXiv preprint arXiv łdots 2020. |
«Deep Radiomic Analysis to Predict Gleason Score in Prostate Cancer»Chaddad, Ahmad and Kucharczyk, Michael J. and Desrosiers, Christian and Okuwobi, Idowu Paul and Katib, Yousef and Zhang, Mingli and Rathore, Saima and Sargos, Paul and Niazi, Tamim” IEEE Access 2020. |
«Teach me to segment with mixed supervision: Confident students become masters»Dolz, Jose and Desrosiers, Christian and Ayed, Ismail Ben” arXiv preprint arXiv:2012.08051 2020. |
«Low-rank and sparse recovery of human gait data»Kamali, Kaveh and Akbari, Ali Akbar and Desrosiers, Christian and Akbarzadeh, Alireza and Otis, Martin J.D. and Ayena, Johannes C.” Sensors (Switzerland) 2020. |
«Integration of radiomic and multi-omic analyses predicts survival of newly diagnosed IDH1 wild-type glioblastoma»Chaddad, Ahmad and Daniel, Paul and Sabri, Siham and Desrosiers, Christian and Abdulkarim, Bassam” Cancers 2019. |
«Benchmark on automatic six-month-old infant brain segmentation algorithms: The iSeg-2017 challenge»Wang, Li and Nie, Dong and Li, Guannan and Puybareau, Élodie and Dolz, Jose and Zhang, Qian and Wang, Fan and Xia, Jing and Wu, Zhengwang and Chen, Jia Wei and Thung, Kim Han and Bui, Toan Duc and Shin, Jitae and Zeng, Guodong and Zheng, Guoyan and Fonov, Vladimir S. and Doyle, Andrew and Xu, Yongchao and Moeskops, Pim and Pluim, Josien P.W. and Desrosiers, Christian and Ayed, Ismail Ben and Sanroma, Gerard and Benkarim, Oualid M. and Casamitjana, Adrià and Vilaplana, Verónica and Lin, Weili and Li, Gang and Shen, Dinggang” IEEE Transactions on Medical Imaging 2019. |
«Word spotting and recognition via a joint deep embedding of image and text»Mhiri, Mohamed and Desrosiers, Christian and Cheriet, Mohamed” Pattern Recognition 2019. |
«Analyzing Brain Morphology on the Bag-of-Features Manifold»Chauvin, Laurent and Kumar, Kuldeep and Desrosiers, Christian and De Guise, Jacques and Wells, William and Toews, Matthew” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019. |
«Deep high-order supervised hashing»Cheng, Jing Dong and Sun, Qiu Le and Zhang, Jian Xin and Desrosiers, Christian and Liu, Bin and Lu, Jian and Zhang, Qiang” Optik 2019. |
«Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions»Kervadec, Hoel and Dolz, Jose and Yuan, Jing and Desrosiers, Christian and Granger, Eric and Ayed, Ismail Ben” arXiv preprint arXiv łdots 2019. |
«Log-barrier constrained CNNs»Kervadec, Hoel and Dolz, Jose and Yuan, Jing and Desrosiers, Christian and Granger, Eric and Ayed, Ismail Ben” arXiv preprint arXiv łdots 2019. |
«High-quality Image Restoration Using Low-Rank Patch Regularization and Global Structure Sparsity»Zhang, Mingli and Desrosiers, Christian” IEEE Transactions on Image Processing 2019. |
«Predicting the Gene Status and Survival Outcome of Lower Grade Glioma Patients with Multimodal MRI Features»Chaddad, Ahmad and Desrosiers, Christian and Abdulkarim, Bassam and Niazi, Tamim” IEEE Access 2019. |
«Eye-on-hand calibration method for cable-driven parallel robots»Tremblay, Nicolas and Kamali, Kaveh and Cardou, Philippe and Desrosiers, Christian and Gouttefarde, Marc and Otis, Martin J.D.” Mechanisms and Machine Science 2019. |
«Video encoder and motion estimation apparatus therefor with rate-constrained search ordering of candidate blocks»Trudeau, L N and Coulombe, S and Desrosiers, C” US Patent 10,462,481 2019. |
«Deep radiomic analysis based on modeling information flow in convolutional neural networks»Chaddad, Ahmad and Toews, Matthew and Desrosiers, Christian and Niazi, Tamim” IEEE Access 2019. |
«Information based Deep Clustering: An experimental study»Peng, Jizong and Desrosiers, Christian and Pedersoli, Marco” arXiv preprint arXiv:1910.01665 2019. |
«Novel Radiomic Features Based on Joint Intensity Matrices for Predicting Glioblastoma Patient Survival Time»Chaddad, Ahmad and Daniel, Paul and Desrosiers, Christian and Toews, Matthew and Abdulkarim, Bassam” IEEE Journal of Biomedical and Health Informatics 2019. |
«Hierarchical representation learning using spherical k-means for segmentation-free word spotting»Mhiri, Mohamed and Abuelwafa, Sherif and Desrosiers, Christian and Cheriet, Mohamed” Pattern Recognition Letters 2018. |
«Method and system for rate-constrained search ordering»Trudeau, L N and Coulombe, S and Desrosiers, C” US Patent 10,009,626 2018. |
«Deep radiomic analysis of MRI related to Alzheimer’s disease»Chaddad, Ahmad and Desrosiers, Christian and Niazi, Tamim” IEEE Access 2018. |
«Brain status prediction with non-negative projective dictionary learning»Zhang, Mingli and Desrosiers, Christian and Guo, Yuhong and Zhang, Caiming and Khundrakpam, Budhachandra and Evans, Alan” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2018. |
«Convolutional pyramid of bidirectional character sequences for the recognition of handwritten words»Mhiri, Mohamed and Desrosiers, Christian and Cheriet, Mohamed” Pattern Recognition Letters 2018. |
«Promoting good scientific communication habits by leveraging the community of practice within a single research group»Harnois, Félix Langevin and Harrison, Jerome and Lala, Prasun and Boussaidi, Ghizlane El and Desrosiers, Christian and Laporte, Catherine” 2018. |
«Fiberprint : Identifying subjects and twins using fiber geometry based brain fingerprint»Kumar, Kuldeep and Desrosiers, Christian and Siddiqi, Kaleem and Colliot, Olivier and Toews, Matthew” researchgate.net 2018. |
«3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study»Dolz, Jose and Desrosiers, Christian and Ben Ayed, Ismail” NeuroImage 2018. |
«Structure preserving image denoising based on low-rank reconstruction and gradient histograms»Zhang, Mingli and Desrosiers, Christian” Computer Vision and Image Understanding 2018. |
«Cost-Based Search Ordering for Rate-Constrained Motion Estimation Applied to HEVC»Trudeau, Luc and Coulombe, Stephane and Desrosiers, Christian” IEEE Transactions on Broadcasting 2018. |
«Atlas-based reconstruction of high performance brain MR data»Zhang, Mingli and Desrosiers, Christian and Zhang, Caiming” Pattern Recognition 2018. |
«Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images»Carass, Aaron and Cuzzocreo, Jennifer L. and Han, Shuo and Hernandez-Castillo, Carlos R. and Rasser, Paul E. and Ganz, Melanie and Beliveau, Vincent and Dolz, Jose and Ben Ayed, Ismail and Desrosiers, Christian and Thyreau, Benjamin and Romero, José E. and Coupé, Pierrick and Manjón, José V. and Fonov, Vladimir S. and Collins, D. Louis and Ying, Sarah H. and Onyike, Chiadi U. and Crocetti, Deana and Landman, Bennett A. and Mostofsky, Stewart H. and Thompson, Paul M. and Prince, Jerry L.” NeuroImage 2018. |
«Providing sustainable scientific writing support for graduate engineering students by creating a local scientific learning community»Lala, Prasun and Harnois, Félix Langevin and El Boussaidi, Ghizlane and Desrosiers, Christian and Laporte, Catherine” 2018. |
«Diffusion orientation histograms (Doh) for diffusion weighted image analysis»Chauvin, Laurent and Kumar, Kuldeep and Desrosiers, Christian and De Guise, Jacques and Toews, Matthew” Mathematics and Visualization 2018. |
«Multi-modal brain fingerprinting: A manifold approximation based framework»Kumar, Kuldeep and Chauvin, Laurent and Toews, Matthew and Colliot, Olivier and Desrosiers, Christian” bioRxiv 2017. |
«Image denoising based on sparse representation and gradient histogram»Zhang, Mingli and Desrosiers, Christian” IET Image Processing 2017. |
«Wearable devices for classification of inadequate posture at work using neural networks»Barkallah, Eya and Freulard, Johan and Otis, Martin J.D. and Ngomo, Suzy and Ayena, Johannes C. and Desrosiers, Christian” Sensors (Switzerland) 2017. |
«L’empreinte cérébrale: une image des connexions du cerveau»Kumar, K and Desrosiers, C and Siddiqi, K and Colliot, O and …” Substance łdots 2017. |
«Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis»Kumar, Kuldeep and Desrosiers, Christian and Siddiqi, Kaleem and Colliot, Olivier and Toews, Matthew” NeuroImage 2017. |
«Fiberprint: Human Brain Wiring Shows Unique Fingerprint»Kumar, K and Desrosiers, C and Siddiqi, K and Colliot, O and …” Substance łdots 2017. |
«Automatic evaluation of vessel diameter variation from 2D X-ray angiography»M’hiri, Faten and Duong, Luc and Desrosiers, Christian and Dahdah, Nagib and Miró, Joaquim and Cheriet, Mohamed” International Journal of Computer Assisted Radiology and Surgery 2017. |
«Robust MRI reconstruction via re-weighted total variation and non-local sparse regression»Zhang, Mingli and Desrosiers, Christian” 2016 IEEE 18th International Workshop on Multimedia Signal Processing, MMSP 2016 2017. |
«Esophagus segmentation in CT via 3D fully convolutional neural network and random walk:»Fechter, Tobias and Adebahr, Sonja and Baltas, Dimos and Ben Ayed, Ismail and Desrosiers, Christian and Dolz, Jose” Medical Physics 2017. |
«Local discriminative characterization of MRI for Alzheimer’s disease»Chaddad, Ahmad and Desrosiers, Christian and Toews, Matthew” Proceedings – International Symposium on Biomedical Imaging 2016. |
«Methods and systems for determining motion vectors in a motion estimation process of a video encoder»Trudeau, L and Coulombe, S and Desrosiers, C” US Patent App. 15/009,938 2016. |
«Toward an Adaptive Application Builder: Two Communication Systems for an Ontology-Based Adaptive Information System Framework»Bhérer, L and Vouligny, L and Gaha, M and …” International Journal On łdots 2016. |
«Phenotypic characterization of glioblastoma identified through shape descriptors»Chaddad, Ahmad and Desrosiers, Christian and Toews, Matthew” Medical Imaging 2016: Computer-Aided Diagnosis 2016. |
«GBM heterogeneity characterization by radiomic analysis of phenotype anatomical planes»Chaddad, Ahmad and Desrosiers, Christian and Toews, Matthew” Medical Imaging 2016: Image Processing 2016. |
«A quantitative study of shape descriptors from glioblastoma multiforme phenotypes for predicting survival outcome»Chaddad, Ahmad and Desrosiers, Christian and Hassan, Lama and Tanougast, Camel” British Journal of Radiology 2016. |
«A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences»M’hiri, Faten and Duong, Luc and Desrosiers, Christian and Leye, Mohamed and Miró, Joaquim and Cheriet, Mohamed” Computers in Biology and Medicine 2016. |
«A sparse coding approach for the efficient representation and segmentation of white matter fibers»Kumar, Kuldeep and Desrosiers, Christian” Proceedings – International Symposium on Biomedical Imaging 2016. |
«Contextual anomaly detection using log-linear tensor factorization»Shah, Alpa Jayesh and Desrosiers, Christian and Sabourin, Robert” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2015. |
«Brain fiber clustering using non-negative kernelized matching pursuit»Kumar, Kuldeep and Desrosiers, Christian and Siddiqi, Kaleem” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2015. |
«A machine learning approach to automate facial expressions from physical activity»Boukhalfi, Tarik and Desrosiers, Christian and Paquette, Eric” 2015. |
«The layered architecture recovery as a quadratic assignment problem»Belle, Alvine Boaye and El Boussaidi, Ghizlane and Desrosiers, Christian and Kpodjedo, Sègla and Mili, Hafedh” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2015. |
«A comprehensive survey of neighborhood-based recommendation methods»Ning, X. and Desrosiers, C. and Karypis, G.” Recommender Systems Handbook, Second Edition 2015. |
«A comprehensive survey of neighborhood-based recommendation methods»Ning, X. and Desrosiers, C. and Karypis, G.” Recommender Systems Handbook, Second Edition 2015. |
«Ontology-based adaptive information system framework»Bhérer, L and Vouligny, L and Gaha, M and …” Proceedings of the łdots 2015. |
«An unsupervised random walk approach for the segmentation of brain MRI»Desrosiers, Christian” 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014 2014. |
«Group Sparse Kernelized Dictionary Learning for the Clustering of White Matter Fibers»Kumar, K and Desrosiers, C” 2014. |
«Vesselwalker: Coronary arteries segmentation using random walks and Hessian-based vesselness filter»M’Hiri, Faten and Duong, Luc and Desrosiers, Christian and Cheriet, Mohamed” Proceedings – International Symposium on Biomedical Imaging 2013. |
«Image segmentation using random-walks on the histogram»Morin, Jean-Philippe and Desrosiers, Christian and Duong, Luc” Medical Imaging 2012: Image Processing 2012. |
«Stochastic 3D motion compensation of coronary arteries from monoplane angiograms»Hadida, Jonathan and Desrosiers, Christian and Duong, Luc” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2012. |
«Comment: Letter from Indonesia»Desrosiers, C N” The Hudson Review 2012. |
«Intensity-based hierarchical clustering in CT-scans: application to interactive segmentation in cardiology»Hadida, Jonathan and Desrosiers, Christian and Duong, Luc” Medical Imaging 2011: Visualization, Image-Guided Procedures, and Modeling 2011. |
«Improving constrained pattern mining with first-fail-based heuristics»Desrosiers, Christian and Galinier, Philippe and Hertz, Alain and Hansen, Pierre” Data Mining and Knowledge Discovery 2011. |
«A novel approach to compute similarities and its application to item recommendation»Desrosiers, Christian and Karypis, George” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2010. |
«Enhancing link-based similarity through the use of non-numerical labels and prior information»Desrosiers, Christian and Karypis, George” Proceedings of the 8th Workshop on Mining and Learning with Graphs, MLG’10 2010. |
«Mining graphs to discover new theorems in mathematics»Desrosiers, Christian and Galinier, Philippe and Hansen, Pierre” Compte rendu de łdots 2009. |
«Using heuristics to find minimal unsatisfiable subformulas in satisfiability problems»Desrosiers, Christian and Galinier, Philippe and Hertz, Alain and Paroz, Sandrine” Journal of Combinatorial Optimization 2009. |
«Within-network classification using local structure similarity»Desrosiers, Christian and Karypis, George” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2009. |
«First industrial flotation column in a paperboard recycling plant»Ben, Yuxia and Dorris, Gilles and Pagé, Natalie and Gendron, Sylvain and Gurnagul, Norayr and Desrosiers, Christian and Maltais, Patrick” Progress in Paper Recycling 2009. |
«Sygma: Reducing symmetry in graph mining»Desrosiers, C and Galinier, P and Hansen, P and Hertz, A and …” Les Cahiers du łdots 2007. |
«Improving Frequent Subgraph Mining in the Presence of Symmetry.»Desrosiers, Christian and Galinier, Philippe and Hansen, Pierre and Hertz, Alain” Mlg 2007. |
