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2020 – today
- 2022
[j47]Ahmad Chaddad
, Paul Daniel, Mingli Zhang, Saima Rathore, Paul Sargos, Christian Desrosiers, Tamim Niazi:
Deep radiomic signature with immune cell markers predicts the survival of glioma patients. Neurocomputing 469: 366-375 (2022)- [j46]Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Learnable Pooling in Graph Convolutional Networks for Brain Surface Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 864-876 (2022) - [j45]Ahmad Chaddad, Lama Hassan, Christian Desrosiers:
Deep Radiomic Analysis for Predicting Coronavirus Disease 2019 in Computerized Tomography and X-Ray Images. IEEE Trans. Neural Networks Learn. Syst. 33(1): 3-11 (2022) - 2021
- [j44]Guangshun Wei, Long Ma, Chen Wang, Christian Desrosiers, Yuanfeng Zhou:
Multi-Task Joint Learning of 3D Keypoint Saliency and Correspondence Estimation. Comput. Aided Des. 141: 103105 (2021) - [j43]Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed:
Boundary loss for highly unbalanced segmentation. Medical Image Anal. 67: 101851 (2021) - [j42]Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin:
Track-to-Learn: A general framework for tractography with deep reinforcement learning. Medical Image Anal. 72: 102093 (2021) - [j41]Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers:
Self-paced and self-consistent co-training for semi-supervised image segmentation. Medical Image Anal. 73: 102146 (2021) - [j40]Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert:
Realistic image normalization for multi-Domain segmentation. Medical Image Anal. 74: 102191 (2021) - [j39]Ahmad Chaddad, Paul Sargos, Christian Desrosiers:
Modeling Texture in Deep 3D CNN for Survival Analysis. IEEE J. Biomed. Health Informatics 25(7): 2454-2462 (2021) - [j38]Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers:
Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images. IEEE Trans. Medical Imaging 40(7): 1737-1749 (2021) - [c61]Jose Dolz, Christian Desrosiers, Ismail Ben Ayed:
Teach Me to Segment with Mixed Supervision: Confident Students Become Masters. IPMI 2021: 517-529 - [c60]Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers:
Context-Aware Virtual Adversarial Training for Anatomically-Plausible Segmentation. MICCAI (1) 2021: 304-314 - [c59]Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
SegRecon: Learning Joint Brain Surface Reconstruction and Segmentation from Images. MICCAI (7) 2021: 650-659 - [c58]Hussein Chouman, Petar Djukic, Christine Tremblay, Christian Desrosiers:
Forecasting Lightpath QoT with Deep Neural Networks. OFC 2021: 1-3 - [i44]Jizong Peng, Marco Pedersoli, Christian Desrosiers:
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization. CoRR abs/2103.04813 (2021) - [i43]Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, William M. Wells III, Matthew Toews:
Efficient Pairwise Neuroimage Analysis using the Soft Jaccard Index and 3D Keypoint Sets. CoRR abs/2103.06966 (2021) - [i42]Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers:
Context-aware virtual adversarial training for anatomically-plausible segmentation. CoRR abs/2107.05532 (2021) - [i41]Jizong Peng, Ping Wang, Christian Desrosiers, Marco Pedersoli:
Self-Paced Contrastive Learning for Semi-supervisedMedical Image Segmentation with Meta-labels. CoRR abs/2107.13741 (2021) - [i40]Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert:
Manifold-aware Synthesis of High-resolution Diffusion from Structural Imaging. CoRR abs/2108.04135 (2021) - [i39]Athanasios N. Nikolakopoulos, Xia Ning, Christian Desrosiers, George Karypis:
Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems. CoRR abs/2109.04584 (2021) - [i38]Bingyuan Liu, Christian Desrosiers, Ismail Ben Ayed, Jose Dolz:
Mixed-supervised segmentation: Confidence maximization helps knowledge distillation. CoRR abs/2109.10902 (2021) - [i37]Jizong Peng, Christian Desrosiers, Marco Pedersoli:
Diversified Multi-prototype Representation for Semi-supervised Segmentation. CoRR abs/2111.08651 (2021) - 2020
- [j37]Ahmad Chaddad, Michael J. Kucharczyk, Christian Desrosiers, Idowu Paul Okuwobi, Yousef Katib, Mingli Zhang, Saima Rathore, Paul Sargos, Tamim Niazi:
Deep Radiomic Analysis to Predict Gleason Score in Prostate Cancer. IEEE Access 8: 167767-167778 (2020) - [j36]Jose Dolz, Christian Desrosiers, Li Wang, Jing Yuan, Dinggang Shen, Ismail Ben Ayed:
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation. Comput. Medical Imaging Graph. 79: 101660 (2020) - [j35]Jinhua Liu, Christian Desrosiers, Yuanfeng Zhou:
Att-MoE: Attention-based Mixture of Experts for nuclear and cytoplasmic segmentation. Neurocomputing 411: 139-148 (2020) - [j34]Jin-Gong Jia, Yuanfeng Zhou, Xing-Wei Hao, Feng Li, Christian Desrosiers, Cai-ming Zhang:
Two-Stream Temporal Convolutional Networks for Skeleton-Based Human Action Recognition. J. Comput. Sci. Technol. 35(3): 538-550 (2020) - [j33]Laurent Chauvin, Kuldeep Kumar, Christian Wachinger, Mark G. Vangel, Jacques A. de Guise, Christian Desrosiers, William Wells, Matthew Toews:
Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives. NeuroImage 204 (2020) - [j32]Mingli Zhang, Christian Desrosiers, Yuhong Guo, Budhachandra S. Khundrakpam, Noor Al-Sharif, Gregory Kiar, Pedro A. Valdés-Sosa, Jean-Baptiste Poline, Alan C. Evans:
Brain status modeling with non-negative projective dictionary learning. NeuroImage 206 (2020) - [j31]Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers:
Discretely-constrained deep network for weakly supervised segmentation. Neural Networks 130: 297-308 (2020) - [j30]Jizong Peng, Guillermo Estrada, Marco Pedersoli, Christian Desrosiers:
Deep co-training for semi-supervised image segmentation. Pattern Recognit. 107: 107269 (2020) - [j29]Kaveh Kamali, Ali Akbar Akbari, Christian Desrosiers, Alireza Akbarzadeh, Martin J.-D. Otis, Johannes C. Ayena:
Low-Rank and Sparse Recovery of Human Gait Data. Sensors 20(16): 4525 (2020) - [j28]Luc Trudeau, Stéphane Coulombe, Christian Desrosiers:
Multi-level rate-constrained successive elimination algorithm tailored to suboptimal motion estimation in HEVC. Signal Process. Image Commun. 81 (2020) - [c57]Kaveh Kamali, Ilian A. Bonev, Christian Desrosiers:
Real-time Motion Planning for Robotic Teleoperation Using Dynamic-goal Deep Reinforcement Learning. CRV 2020: 182-189 - [c56]Ran He, Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Spectral Graph Transformer Networks for Brain Surface Parcellation. ISBI 2020: 372-376 - [c55]Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert:
Adversarial Normalization for Multi Domain Image Segmentation. ISBI 2020: 849-853 - [c54]Xuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu:
Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest. MLMI@MICCAI 2020: 91-100 - [c53]Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. UNSURE/GRAIL@MICCAI 2020: 152-163 - [c52]Jizong Peng, Marco Pedersoli, Christian Desrosiers:
Mutual information deep regularization for semi-supervised segmentation. MIDL 2020: 601-613 - [i36]Xuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu:
Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest. CoRR abs/2003.09365 (2020) - [i35]Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. CoRR abs/2004.00074 (2020) - [i34]Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert:
Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis. CoRR abs/2004.00173 (2020) - [i33]Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert:
Realistic Image Normalization for Multi-Domain Segmentation. CoRR abs/2009.14024 (2020) - [i32]Jie Mei, Christian Desrosiers, Johannes Frasnelli:
Machine learning for the diagnosis of Parkinson's disease: A systematic review. CoRR abs/2010.06101 (2020) - [i31]Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers:
Self-paced and self-consistent co-training for semi-supervised image segmentation. CoRR abs/2011.00325 (2020) - [i30]Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin:
Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy. CoRR abs/2011.12835 (2020) - [i29]Jose Dolz, Christian Desrosiers, Ismail Ben Ayed:
Teach me to segment with mixed supervision: Confident students become masters. CoRR abs/2012.08051 (2020)
2010 – 2019
- 2019
- [j27]Ahmad Chaddad, Christian Desrosiers, Bassam Abdulkarim, Tamim Niazi:
Predicting the Gene Status and Survival Outcome of Lower Grade Glioma Patients With Multimodal MRI Features. IEEE Access 7: 75976-75984 (2019) - [j26]Ahmad Chaddad, Matthew Toews, Christian Desrosiers, Tamim Niazi:
Deep Radiomic Analysis Based on Modeling Information Flow in Convolutional Neural Networks. IEEE Access 7: 97242-97252 (2019) - [j25]Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Graph Convolutions on Spectral Embeddings for Cortical Surface Parcellation. Medical Image Anal. 54: 297-305 (2019) - [j24]Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet:
Word spotting and recognition via a joint deep embedding of image and text. Pattern Recognit. 88: 312-320 (2019) - [j23]Kuldeep Kumar, Kaleem Siddiqi, Christian Desrosiers:
White matter fiber analysis using kernel dictionary learning and sparsity priors. Pattern Recognit. 95: 83-95 (2019) - [j22]Mingli Zhang, Christian Desrosiers:
High-quality Image Restoration Using Low-Rank Patch Regularization and Global Structure Sparsity. IEEE Trans. Image Process. 28(2): 868-879 (2019) - [j21]Ahmad Chaddad, Paul Daniel, Christian Desrosiers, Matthew Toews, Bassam Abdulkarim:
Novel Radiomic Features Based on Joint Intensity Matrices for Predicting Glioblastoma Patient Survival Time. IEEE J. Biomed. Health Informatics 23(2): 795-804 (2019) - [j20]Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed:
HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation. IEEE Trans. Medical Imaging 38(5): 1116-1126 (2019) - [j19]Li Wang, Dong Nie, Guannan Li, Élodie Puybareau, Jose Dolz, Qian Zhang, Fan Wang, Jing Xia, Zhengwang Wu, Jiawei 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:
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Trans. Medical Imaging 38(9): 2219-2230 (2019) - [c51]Fodil Belghait, Alain April, Pavel Hamet, Johanne Tremblay, Christian Desrosiers:
A Large-scale and Extensible Platform for Precision Medicine Research. PDH 2019: 47-54 - [c50]Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, Jacques A. de Guise, William M. Wells III, Matthew Toews:
Analyzing Brain Morphology on the Bag-of-Features Manifold. IPMI 2019: 45-56 - [c49]Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Adaptive Graph Convolution Pooling for Brain Surface Analysis. IPMI 2019: 86-98 - [c48]Ahmad Chaddad, Mingli Zhang, Christian Desrosiers, Tamim Niazi:
Deep Radiomic Features from MRI Scans Predict Survival Outcome of Recurrent Glioblastoma. RNO-AI@MICCAI 2019: 36-43 - [c47]Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed:
Boundary loss for highly unbalanced segmentation. MIDL 2019: 285-296 - [i28]Jizong Peng, Guillermo Estrada, Marco Pedersoli, Christian Desrosiers:
Deep Co-Training for Semi-Supervised Image Segmentation. CoRR abs/1903.11233 (2019) - [i27]Hoel Kervadec, Jose Dolz, Jing Yuan, Christian Desrosiers, Eric Granger, Ismail Ben Ayed:
Log-barrier constrained CNNs. CoRR abs/1904.04205 (2019) - [i26]Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers:
Discretely-constrained deep network for weakly supervised segmentation. CoRR abs/1908.05770 (2019) - [i25]Arnab Kumar Mondal, Aniket Agarwal, Jose Dolz, Christian Desrosiers:
Revisiting CycleGAN for semi-supervised segmentation. CoRR abs/1908.11569 (2019) - [i24]Bach Ngoc Kim, Christian Desrosiers, Jose Dolz, Pierre-Marc Jodoin:
Privacy-Net: An Adversarial Approach For Identity-obfuscated Segmentation. CoRR abs/1909.04087 (2019) - [i23]Xuan Li, Yuchen Lu, Peng Xu, Jizong Peng, Christian Desrosiers, Xue Liu:
Boosting Image Recognition with Non-differentiable Constraints. CoRR abs/1910.00736 (2019) - [i22]Jizong Peng, Christian Desrosiers, Marco Pedersoli:
Information based Deep Clustering: An experimental study. CoRR abs/1910.01665 (2019) - [i21]Ahmad Chaddad, Saima Rathore, Mingli Zhang, Christian Desrosiers, Tamim Niazi:
Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma. CoRR abs/1911.06687 (2019) - [i20]Ran He, Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Spectral Graph Transformer Networks for Brain Surface Parcellation. CoRR abs/1911.10118 (2019) - [i19]Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis. CoRR abs/1911.10129 (2019) - [i18]Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert:
Adversarial normalization for multi domain image segmentation. CoRR abs/1912.00993 (2019) - 2018
- [j18]Ahmad Chaddad, Christian Desrosiers, Tamim Niazi:
Deep Radiomic Analysis of MRI Related to Alzheimer's Disease. IEEE Access 6: 58213-58221 (2018) - [j17]Mingli Zhang, Christian Desrosiers:
Structure preserving image denoising based on low-rank reconstruction and gradient histograms. Comput. Vis. Image Underst. 171: 48-60 (2018) - [j16]Jose Dolz, Christian Desrosiers, Ismail Ben Ayed:
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study. NeuroImage 170: 456-470 (2018) - [j15]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, Jerry L. Prince:
Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images. NeuroImage 183: 150-172 (2018) - [j14]Kuldeep Kumar, Matthew Toews, Laurent Chauvin, Olivier Colliot, Christian Desrosiers:
Multi-modal brain fingerprinting: A manifold approximation based framework. NeuroImage 183: 212-226 (2018) - [j13]Mingli Zhang, Christian Desrosiers, Caiming Zhang:
Atlas-based reconstruction of high performance brain MR data. Pattern Recognit. 76: 549-559 (2018) - [j12]Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet:
Hierarchical representation learning using spherical k-means for segmentation-free word spotting. Pattern Recognit. Lett. 101: 52-59 (2018) - [j11]Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet:
Convolutional pyramid of bidirectional character sequences for the recognition of handwritten words. Pattern Recognit. Lett. 111: 87-93 (2018) - [j10]Luc Trudeau, Stéphane Coulombe, Christian Desrosiers:
Cost-Based Search Ordering for Rate-Constrained Motion Estimation Applied to HEVC. IEEE Trans. Broadcast. 64(4): 922-932 (2018) - [c46]Jose Dolz, Ismail Ben Ayed, Jing Yuan, Christian Desrosiers:
Isointense infant brain segmentation with a hyper-dense connected convolutional neural network. ISBI 2018: 616-620 - [c45]Jose Dolz, Christian Desrosiers, Ismail Ben Ayed:
IVD-Net: Intervertebral Disc Localization and Segmentation in MRI with a Multi-modal UNet. CSI@MICCAI 2018: 130-143 - [c44]Mingli Zhang, Christian Desrosiers, Yuhong Guo, Caiming Zhang, Budhachandra S. Khundrakpam, Alan C. Evans:
Brain Status Prediction with Non-negative Projective Dictionary Learning. MLMI@MICCAI 2018: 152-160 - [c43]Jose Dolz, Ismail Ben Ayed, Christian Desrosiers:
Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities. BrainLes@MICCAI (1) 2018: 271-282 - [i17]Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data. CoRR abs/1803.10336 (2018) - [i16]Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed:
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation. CoRR abs/1804.02967 (2018) - [i15]Kuldeep Kumar, Kaleem Siddiqi, Christian Desrosiers:
White matter fiber analysis using kernel dictionary learning and sparsity priors. CoRR abs/1804.05427 (2018) - [i14]Jose Dolz, Xiaopan Xu, Jérôme Rony, Jing Yuan, Yang Liu, Eric Granger, Christian Desrosiers, Xi Zhang, Ismail Ben Ayed, Hongbing Lu:
Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks. CoRR abs/1805.10720 (2018) - [i13]Jose Dolz, Ismail Ben Ayed, Christian Desrosiers:
Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities. CoRR abs/1810.07003 (2018) - [i12]Arnab Kumar Mondal, Jose Dolz, Christian Desrosiers:
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning. CoRR abs/1810.12241 (2018) - [i11]Jose Dolz, Christian Desrosiers, Ismail Ben Ayed:
IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet. CoRR abs/1811.08305 (2018) - [i10]Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Éric Granger, Jose Dolz, Ismail Ben Ayed:
Boundary loss for highly unbalanced segmentation. CoRR abs/1812.07032 (2018) - 2017
- [j9]Faten M'hiri, Luc Duong, Christian Desrosiers, Nagib Dahdah, Joaquim Miró, Mohamed Cheriet:
Automatic evaluation of vessel diameter variation from 2D X-ray angiography. Int. J. Comput. Assist. Radiol. Surg. 12(11): 1867-1876 (2017) - [j8]Mingli Zhang, Christian Desrosiers:
Image denoising based on sparse representation and gradient histogram. IET Image Process. 11(1): 54-63 (2017) - [j7]Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi, Olivier Colliot, Matthew Toews:
Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis. NeuroImage 158: 242-259 (2017) - [j6]Eya Barkallah, Johan Freulard, Martin J.-D. Otis, Suzy Ngomo, Johannes C. Ayena, Christian Desrosiers:
Wearable Devices for Classification of Inadequate Posture at Work Using Neural Networks. Sensors 17(9): 2003 (2017) - [c42]Jose Dolz, Ismail Ben Ayed, Christian Desrosiers:
DOPE: Distributed Optimization for Pairwise Energies. CVPR 2017: 4095-4104 - [c41]Mingli Zhang, Christian Desrosiers, Caiming Zhang:
Effective compressive sensing via reweighted total variation and weighted nuclear norm regularization. ICASSP 2017: 1802-1806 - [c40]Mohamed Mhiri, Mohamed Cheriet, Christian Desrosiers:
Query-by-example word spotting using multiscale features and classification in the space of representation differences. ICIP 2017: 1112-1116 - [c39]Mingli Zhang, Christian Desrosiers:
Image completion with global structure and weighted nuclear norm regularization. IJCNN 2017: 4187-4193 - [c38]Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet:
Footnote-based document image classification using 1D convolutional neural networks and histograms. IPTA 2017: 1-5 - [c37]Kuldeep Kumar, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, Christian Desrosiers:
White Matter Fiber Segmentation Using Functional Varifolds. GRAIL/MFCA/MICGen@MICCAI 2017: 92-100 - [c36]Jose Dolz, Ismail Ben Ayed, Christian Desrosiers:
Unbiased Shape Compactness for Segmentation. MICCAI (1) 2017: 755-763 - [i9]Jose Dolz, Ismail Ben Ayed, Christian Desrosiers:
DOPE: Distributed Optimization for Pairwise Energies. CoRR abs/1704.03116 (2017) - [i8]Tobias Fechter, Sonja Adebahr, Dimos Baltas, Ismail Ben Ayed, Christian Desrosiers, Jose Dolz:
A 3D fully convolutional neural network and a random walker to segment the esophagus in CT. CoRR abs/1704.06544 (2017) - [i7]Jose Dolz, Ismail Ben Ayed, Christian Desrosiers:
Unbiased Shape Compactness for Segmentation. CoRR abs/1704.08908 (2017) - [i6]Kuldeep Kumar, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, Christian Desrosiers:
White Matter Fiber Segmentation Using Functional Varifolds. CoRR abs/1709.06144 (2017) - [i5]Kuldeep Kumar, Laurent Chauvin, Matthew Toews, Olivier Colliot, Christian Desrosiers:
Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI. CoRR abs/1709.06151 (2017) - [i4]Jose Dolz, Ismail Ben Ayed, Jing Yuan, Christian Desrosiers:
HyperDense-Net: A hyper-densely connected CNN for multi-modal image semantic segmentation. CoRR abs/1710.05956 (2017) - [i3]Ahmad Chaddad, Behnaz Naisiri, Marco Pedersoli, Eric Granger, Christian Desrosiers, Matthew Toews:
Modeling Information Flow Through Deep Neural Networks. CoRR abs/1712.00003 (2017) - [i2]Jose Dolz, Christian Desrosiers, Li Wang, Jing Yuan, Dinggang Shen, Ismail Ben Ayed:
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation. CoRR abs/1712.05319 (2017) - 2016
- [j5]Faten M'hiri, Luc Duong, Christian Desrosiers, Mohamed Leye, Joaquim Miró, Mohamed Cheriet:
A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences. Comput. Biol. Medicine 79: 45-58 (2016) - [c35]Ahmad Chaddad, Christian Desrosiers, Matthew Toews:
Radiomic analysis of multi-contrast brain MRI for the prediction of survival in patients with glioblastoma multiforme. EMBC 2016: 4035-4038 - [c34]Mingli Zhang, Christian Desrosiers, Qiang Qu, Fenghua Guo, Caiming Zhang:
Medical image super-resolution with non-local embedding sparse representation and improved IBP. ICASSP 2016: 888-892 - [c33]Luc Trudeau, Stéphane Coulombe, Christian Desrosiers:
Sub-partition reuse for fast optimal motion estimation in HEVC successive elimination algorithms. ICIP 2016: 2003-2007 - [c32]Ahmad Chaddad, Christian Desrosiers, Lama Hassan, Matthew Toews:
Multispectral texture analysis of histopathological abnormalities in colorectal tissues. ICIP 2016: 2628-2632 - [c31]Mingli Zhang, Kuldeep Kumar, Christian Desrosiers:
A weighted total variation approach for the atlas-based reconstruction of brain MR data. ICIP 2016: 4329-4333 - [c30]Kuldeep Kumar, Christian Desrosiers, Ahmad Chaddad, Matthew Toews:
Spatially constrained sparse regression for the data-driven discovery of Neuroimaging biomarkers. ICPR 2016: 2162-2167 - [c29]Mingli Zhang, Qiang Qu, Sadegh Nobari, Christian Desrosiers:
LRI: A low rank approach to non-local sparse representation for image interpolation. IJCNN 2016: 3016-3022 - [c28]Ahmad Chaddad, Christian Desrosiers, Matthew Toews:
Local discriminative characterization of MRI for Alzheimer's disease. ISBI 2016: 1-5 - [c27]Kuldeep Kumar, Christian Desrosiers:
A sparse coding approach for the efficient representation and segmentation of white matter fibers. ISBI 2016: 915-919 - [c26]Ahmad Chaddad, Christian Desrosiers, Matthew Toews:
Phenotypic characterization of glioblastoma identified through shape descriptors. Medical Imaging: Computer-Aided Diagnosis 2016: 97852M - [c25]