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List of publications of "Desrosiers, Christian"

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Number of items: 185.

2025

Hou, Linlin, Yan, Zishen, Desrosiers, Christian and Liu, Hui. 2025. « MFCPNet: Real time medical image segmentation network via multi-scale feature fusion and channel pruning ». Biomedical Signal Processing and Control, vol. 100, nº Part B.

2024

Chaddad, Ahmad, Wu, Yihang and Desrosiers, Christian. 2024. « Federated learning for healthcare applications ». IEEE Internet of Things Journal, vol. 11, nº 5. pp. 7339-7358.

Cheraghalikhani, Milad, Noori, Mehrdad, Osowiechi, David, Hakim, Gustavo A. Vargas, Ben Ayed, Ismail and Desrosiers, Christian. 2024. « Structure-aware feature stylization for domain generalization ». Computer Vision and Image Understanding, vol. 244.

Kossi, Koffi, Coulombe, Stéphane and Desrosiers, Christian. 2024. « No-reference video quality assessment using transformers and attention recurrent networks ». IEEE Access, vol. 12. pp. 140671-140680.

Li, Yangke, Wei, Guangshun, Desrosiers, Christian and Zhou, Yuanfeng. 2024. « Decoupled and boosted learning for skeleton-based dynamic hand gesture recognition ». Pattern Recognition, vol. 153.

Liu, Jinhua, Desrosiers, Christian, Yu, Dexin and Zhou, Yuanfeng. 2024. « Semi-supervised medical image segmentation using cross-style consistency with shape-aware and local context constraints ». IEEE Transactions on Medical Imaging, vol. 43, nº 4. pp. 1449-1461.
Compte des citations dans Scopus : 3.

Nicolas, Julien, Chiaroni, Florent, Ziko, Imtiaz, Ahmad, Ola, Desrosiers, Christian and Dolz, Jose. 2024. « MoP-CLIP: A mixture of prompt-tuned CLIP models for domain incremental learning ». In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2024) pp. 1751-1761. Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 2.

Noori, Mehrdad, Cheraghalikhani, Milad, Bahri, Ali, Vargas Hakim, Gustavo A., Osowiechi, David, Ben Ayed, Ismail and Desrosiers, Christian. 2024. « TFS-ViT: Token-level feature stylization for domain generalization ». Pattern Recognition, vol. 149.
Compte des citations dans Scopus : 2.

Peng, Jizong, Wang, Ping, Pedersoli, Marco and Desrosiers, Christian. 2024. « Boundary-aware information maximization for self-supervised medical image segmentation ». Medical Image Analysis, vol. 94.
Compte des citations dans Scopus : 1.

Théberge, Antoine, Desrosiers, Christian, Boré, Arnaud, Descoteaux, Maxime and Jodoin, Pierre-Marc. 2024. « What matters in reinforcement learning for tractography ». Medical Image Analysis, vol. 93.
Compte des citations dans Scopus : 1.

Wu, Yihang, Desrosiers, Christian and Chaddad, Ahmad. 2024. « FACMIC: Federated Adaptative CLIP Model for Medical Image Classification ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 : 27th International Conference, Proceedings, Part XII (Marrakesh, Morocco, Oct. 06-10, 2024) Coll. « Lecture Notes in Computer Science », vol. 15012. pp. 531-541. Springer.

2023

Beizaee, Farzad, Bona, Michele, Desrosiers, Christian, Dolz, Jose and Lodygensky, Gregory. 2023. « Determining regional brain growth in premature and mature infants in relation to age at MRI using deep neural networks ». Scientific Reports, vol. 13, nº 1.
Compte des citations dans Scopus : 1.

Beizaee, Farzad, Desrosiers, Christian, Lodygensky, Gregory A. and Dolz, Jose. 2023. « Harmonizing flows: Unsupervised MR harmonization based on normalizing flows ». In Information Processing in Medical Imaging : 28th International Conference, IPMI : Proceedings (San Carlos de Bariloche, Argentina, June 18-23, 2023) Coll. « Lecture Notes in Computer Science », vol. 13939. pp. 347-359. Springer.
Compte des citations dans Scopus : 2.

Chaddad, Ahmad, Tan, Guina, Liang, Xiaojuan, Hassan, Lama, Rathore, Saima, Desrosiers, Christian, Katib, Yousef and Niazi, Tamim. 2023. « Advancements in MRI-based radiomics and artificial intelligence for prostate cancer: A comprehensive review and future prospects ». Cancers, vol. 15, nº 15.
Compte des citations dans Scopus : 14.

Gaillochet, Mélanie, Desrosiers, Christian and Lombaert, Hervé. 2023. « Active learning for medical image segmentation with stochastic batches ». Medical Image Analysis, vol. 90.
Compte des citations dans Scopus : 6.

Gopinath, Karthik, Desrosiers, Christian and Lombaert, Herve. 2023. « Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation ». Medical Image Analysis, vol. 90.
Compte des citations dans Scopus : 2.

Hakim, Gustavo A. Vargas, Osowiechi, David, Noori, Mehrdad, Cheraghalikhani, Milad, Bahri, Ali, Ben Ayed, Ismail and Desrosiers, Christian. 2023. « ClusT3: Information invariant test-time training ». In IEEE/CVF International Conference on Computer Vision (ICCV) (Paris, France, Oct. 01-06, 2023) pp. 6113-6122. Institute of Electrical and Electronics Engineers Inc..

Jodoin, Pierre-Marc, Duchateau, Nicolas and Desrosiers, Christian. 2023. « From machine learning to deep learning ». In AI and big data in cardiology: A practical guide. pp. 35-56. Springer.

Kim, Bach Ngoc, Dolz, Jose, Jodoin, Pierre-Marc and Desrosiers, Christian. 2023. « Mixup-privacy: A simple yet effective approach for privacy-preserving segmentation ». In Information Processing in Medical Imaging : 28th International Conference, IPMI : Proceedings (San Carlos de Bariloche, Argentina, June 18-23, 2023) Coll. « Lecture Notes in Computer Science », vol. 13939. pp. 717-729. Springer.
Compte des citations dans Scopus : 1.

Li, Xuan, Desrosiers, Christian and Liu, Xue. 2023. « Deep neural forest for out-of-distribution detection of skin lesion images ». IEEE Journal of Biomedical and Health Informatics, vol. 27, nº 1. pp. 157-165.
Compte des citations dans Scopus : 14.

Li, Yujie, Tan, Benying, Ding, Shuxue, Desrosiers, Christian and Chaddad, Ahmad. 2023. « Symmetry structured analysis sparse coding for key frame extraction ». In Machine Learning for Cyber Security : 4th International Conference, ML4CS (Guangzhou, China, Dec. 02-04, 2022) Coll. « Lecture Notes in Computer Science », vol. 13655. pp. 568-585. Springer Science and Business Media.

Liu, Bingyuan, Desrosiers, Christian, Ben Ayed, Ismail and Dolz, Jose. 2023. « Segmentation with mixed supervision: Confidence maximization helps knowledge distillation ». Medical Image Analysis, vol. 83.
Compte des citations dans Scopus : 13.

Mekhazni, Djebril, Dufau, Maximilien, Desrosiers, Christian, Pedersoli, Marco and Granger, Eric. 2023. « Camera alignment and weighted contrastive learning for domain adaptation in video person ReID ». In IEEE Winter Conference on Applications of Computer Vision, WACV (Waikoloa, HI, USA, Jan. 02-07, 2023) pp. 1624-1633. Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 10.

Osowiechi, David, Vargas Hakim, Gustavo A., Noori, Mehrdad, Cheraghalikhani, Milad, Ayed, Ismail Ben and Desrosiers, Christian. 2023. « TTTFlow: Unsupervised Test-Time Training with Normalizing Flow ». In IEEE Winter Conference on Applications of Computer Vision, WACV (Waikoloa, HI, USA, Jan. 02-07, 2023) pp. 2125-2133. Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 5.

Tremblay, Christine, Mahmoudialami, Ali, Ngani Sigue, Philippe Alain, Pei, Yinqing, Côté, David, Boertjes, David, Demeter, Dacian and Desrosiers, Christian. 2023. « Detection and root cause analysis of performance degradation in optical networks using machine learning ». In 49th European Conference on Optical Communications (ECOC) (Glasgow, Scotland, Oct. 01-05, 2023) Institute of Engineering and Technology.

Wang, Ping, Peng, Jizong, Pedersoli, Marco, Zhou, Yuan-Feng, Zhang, Cai-Ming and Desrosiers, Christian. 2023. « CAT: Constrained adversarial training for anatomically-plausible semi-supervised segmentation ». IEEE Transactions on Medical Imaging, vol. 42, nº 8. pp. 2146-2161.
Compte des citations dans Scopus : 12.

Wang, Ping, Peng, Jizong, Pedersoli, Marco, Zhou, Yuan-Feng, Zhang, Cai-Ming and Desrosiers, Christian. 2023. « Shape-aware joint distribution alignment for cross-domain image segmentation ». IEEE Transactions on Medical Imaging, vol. 42, nº 8. pp. 2338-2347.
Compte des citations dans Scopus : 4.

Yousefi, Somaiieh, Chouman, Hussein, Djukic, Petar, Golaghazadeh, Firouzeh, Tremblay, Christine and Desrosiers, Christian. 2023. « Forecasting lightpath quality of transmission and implementing uncertainty in the forecast models ». Journal of Lightwave Technology, vol. 41, nº 15. pp. 4871-4881.
Compte des citations dans Scopus : 3.

2022

Chaddad, Ahmad, Daniel, Paul, Zhang, Mingli, Rathore, Saima, Sargos, Paul, Desrosiers, Christian and Niazi, Tamim. 2022. « Deep radiomic signature with immune cell markers predicts the survival of glioma patients ». Neurocomputing, vol. 469. pp. 366-375.
Compte des citations dans Scopus : 17.

Chaddad, Ahmad, Hassan, Lama and Desrosiers, Christian. 2022. « Deep radiomic analysis for predicting coronavirus disease 2019 in computerized tomography and X-ray images ». IEEE Transactions on Neural Networks and Learning Systems, vol. 33, nº 1. pp. 3-11.
Compte des citations dans Scopus : 19.

Chauvin, Laurent, Kumar, Kuldeep, Desrosiers, Christian, Wells, William and Toews, Matthew. 2022. « Efficient pairwise neuroimage analysis using the soft jaccard index and 3D keypoint sets ». IEEE Transactions on Medical Imaging, vol. 41, nº 4. pp. 836-845.
Compte des citations dans Scopus : 2.

Gaillochet, Mélanie, Desrosiers, Christian and Lombaert, Hervé. 2022. « TAAL: Test-time augmentation for active learning in medical image segmentation ». In Data Augmentation, Labelling, and Imperfections : Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022 : Proceedings (Singapore, Singapore, Sept. 22, 2022) Coll. « Lecture Notes in Computer Science », vol. 13567. pp. 43-53. Springer.
Compte des citations dans Scopus : 5.

Gopinath, Karthik, Desrosiers, Christian and Lombaert, Herve. 2022. « Learnable pooling in graph convolutional networks for brain surface analysis ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, nº 2. pp. 864-876.
Compte des citations dans Scopus : 16.

Kervadec, H., Dolz, J., Yuan, J., Desrosiers, C., Granger, E. and Ben Ayed, I.. 2022. « Constrained deep networks: Lagrangian optimization via Log-barrier extensions ». In 30th European Signal Processing Conference (EUSIPCO) (Belgrade, Serbia, Aug. 29-Sept. 02, 2022) pp. 962-966. European Signal Processing Conference, EUSIPCO.
Compte des citations dans Scopus : 6.

Kossi, Koffi, Coulombe, Stéphane, Desrosiers, Christian and Gagnon, Ghyslain. 2022. « No-reference video quality assessment using distortion learning and temporal attention ». IEEE Access, vol. 10. pp. 41010-41022.
Compte des citations dans Scopus : 8.

Li, Xuan, Desrosiers, Christian and Liu, Xue. 2022. « Symmetric contrastive loss for out-of-distribution skin lesion detection ». In 19th IEEE International Symposium on Biomedical Imaging (ISBI) (Kolkata, India, Mar. 28-31, 2022) IEEE Computer Society.
Compte des citations dans Scopus : 3.

Liu, Jinhua, Cui, Zhiming, Desrosiers, Christian, Lu, Shuyi and Zhou, Yuanfeng. 2022. « Grayscale self-adjusting network with weak feature enhancement for 3D lumbar anatomy segmentation ». Medical Image Analysis, vol. 81.
Compte des citations dans Scopus : 4.

Liu, Jinhua, Desrosiers, Christian and Zhou, Yuanfeng. 2022. « Semi-supervised medical image segmentation using cross-model pseudo-supervision with shape awareness and local context constraints ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 25th International Conference : Proceedings VIII (Singapore, Singapore, Sept. 18-22, 2022) Coll. « Lecture Notes in Computer Science », vol. 13438. pp. 140-150. Springer Science and Business Media Deutschland GmbH.
Compte des citations dans Scopus : 24.

Nikolakopoulos, Athanasios N., Ning, Xia, Desrosiers, Christian and Karypis, George. 2022. « Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems ». In Recommender systems handbook. Third edition. pp. 39-89. Springer US.
Compte des citations dans Scopus : 19.

Pei, Yinqing, Côté, David, Sigue, Philippe Alain Ngani, Mahmoudialami, Ali, Tremblay, Christine and Desrosiers, Christian (inventeurs) 18 October 2022. « Identifying root causes of network service degradation ». Ciena Corporation (titulaire(s)). Brevet américain US 11,477,070.

Yazdanpanah, M., Rahman, A. A., Chaudhary, M., Desrosiers, C., Havaei, M., Belilovsky, E. and Kahou, S. E.. 2022. « Revisiting learnable affines for batch norm in few-shot transfer learning ». In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (New Orleans, LA, USA, June 18-24, 2022) pp. 9099-9108. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 17.

2021

Anctil-Robitaille, Benoit, Desrosiers, Christian and Lombaert, Herve. 2021. « Manifold-aware CycleGAN for high-resolution structural-to-DTI synthesis ». In Computational Diffusion MRI : International MICCAI Workshop 2020 (Lima, Peru - En ligne, Oct. 08, 2020) Coll. « Mathematics and Visualization » pp. 213-224. Springer Science and Business Media.
Compte des citations dans Scopus : 8.

Chaddad, Ahmad, Hassan, Lama and Desrosiers, Christian. 2021. « Deep CNN models for predicting COVID-19 in CT and X-ray images ». Journal of Medical Imaging, vol. 8, nº suppl. 1.
Compte des citations dans Scopus : 38.

Chaddad, Ahmad, Li, Jiali, Lu, Qizong, Li, Yujie, Okuwobi, Idowu Paul, Tanougast, Camel, Desrosiers, Christian and Niazi, Tamim. 2021. « Can autism be diagnosed with artificial intelligence? A narrative review ». Diagnostics, vol. 11, nº 11.
Compte des citations dans Scopus : 9.

Chaddad, Ahmad, Sargos, Paul and Desrosiers, Christian. 2021. « Modeling texture in deep 3D CNN for survival analysis ». IEEE Journal of Biomedical and Health Informatics, vol. 25, nº 7. pp. 2454-2462.
Compte des citations dans Scopus : 17.

Chouman, Hussein, Djukic, Petar, Tremblay, Christine and Desrosiers, Christian. 2021. « Forecasting lightpath QoT with deep neural networks ». In Optical Fiber Communications Conference and Exhibition (OFC) - Proceedings (San Francisco, CA, USA, June 06-10, 2021) IEEE.
Compte des citations dans Scopus : 9.

Delisle, Pierre-Luc, Anctil-Robitaille, Benoit, Desrosiers, Christian and Lombaert, Herve. 2021. « Realistic image normalization for multi-Domain segmentation ». Medical Image Analysis, vol. 74.
Compte des citations dans Scopus : 15.

Dolz, Jose, Desrosiers, Christian and Ben Ayed, Ismail. 2021. « Teach me to segment with mixed supervision: Confident students become masters ». In 27th International Conference on Information Processing in Medical Imaging, IPMI 2021, Virtual, Online, 28 June 2021 - 30 June 2021 (En ligne, June 28-30, 2021) Coll. « Lecture Notes in Computer Science », vol. 12729. pp. 517-529. Springer.
Compte des citations dans Scopus : 23.

Gopinath, Karthik, Desrosiers, Christian and Lombaert, Herve. 2021. « SegRecon : Learning joint brain surface reconstruction and segmentation from images ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 : 24th International Conference, Strasbourg, France, September 27 – October 1, 2021, Proceedings, Part VII (Strasbourg, France, Sept. 27-Oct. 01, 2021) Coll. « Lecture Notes in Computer Science », vol. 12907. pp. 650-659. Springer Science and Business Media.
Compte des citations dans Scopus : 9.

Kervadec, Hoel, Bouchtiba, Jihene, Desrosiers, Christian, Granger, Eric, Dolz, José and Ben Ayed, Ismail. 2021. « Boundary loss for highly unbalanced segmentation ». Medical Image Analysis, vol. 67.
Compte des citations dans Scopus : 125.

Kim, Bach Ngoc, Dolz, Jose, Desrosiers, Christian and Jodoin, Pierre-Marc. 2021. « Privacy preserving for medical image analysis via non-linear deformation proxy ». In 32nd British Machine Vision Conference, BMVC (Online, Nov. 22-25, 2021) British Machine Vision Association, BMVA.
Compte des citations dans Scopus : 2.

Kim, Bach Ngoc, Dolz, Jose, Jodoin, Pierre-Marc and Desrosiers, Christian. 2021. « Privacy-net: An adversarial approach for identity-obfuscated segmentation of medical images ». IEEE Transactions on Medical Imaging, vol. 40, nº 7. pp. 1737-1749.
Compte des citations dans Scopus : 18.

Mei, Jie, Desrosiers, Christian and Frasnelli, Johannes. 2021. « Machine learning for the diagnosis of parkinson's disease: A review of literature ». Frontiers in Aging Neuroscience, vol. 13.
Compte des citations dans Scopus : 208.

Mei, Jie, Tremblay, Cecilia, Stikov, Nikola, Desrosiers, Christian and Frasnelli, Johannes. 2021. « Differentiation of Parkinson's disease and non-Parkinsonian olfactory dysfunction with structural MRI data ». In Medical Imaging : Image Processing : Progress in Biomedical Optics and Imaging (En ligne, Feb. 15-19, 2021) Coll. « Proceedings of SPIE », vol. 11597. SPIE.
Compte des citations dans Scopus : 3.

Peng, Jizong, Wang, Ping, Desrosiers, Christian and Pedersoli, Marco. 2021. « Self-paced contrastive learning for semi-supervised medical image segmentation with meta-labels ». In Advances in Neural Information Processing Systems 34 (NeurIPS 2021) (En ligne, Dec. 06-14, 2021) pp. 16686-16699. Neural information processing systems foundation.
Compte des citations dans Scopus : 42.

Theberge, Antoine, Desrosiers, Christian, Descoteaux, Maxime and Jodoin, Pierre-Marc. 2021. « Track-to-Learn: A general framework for tractography with deep reinforcement learning ». Medical Image Analysis, vol. 72.
Compte des citations dans Scopus : 12.

Trudeau, Luc, Coulombe, Stéphane and Desrosiers, Christian (inventeurs) 9 March 2021. « Methods and systems for determining motion vectors in a motion estimation process of a video encoder ». École de technologie supérieure (titulaire(s)). Brevet américain US 10,944,986.

Wang, Ping, Peng, Jizong, Pedersoli, Marco, Zhou, Yuanfeng, Zhang, Caiming and Desrosiers, Christian. 2021. « Context-aware virtual adversarial training for anatomically-plausible segmentation ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2021: 24th International Conference, Strasbourg, France, September 27–October 1, 2021, Proceedings, Part I (Strasbourg, France, Sept. 27-Oct. 01, 2021) Coll. « Lecture Notes in Computer Science », vol. 12901. pp. 304-314. Springer Science and Business Media Deutschland GmbH.
Compte des citations dans Scopus : 4.

Wang, Ping, Peng, Jizong, Pedersoli, Marco, Zhou, Yuanfeng, Zhang, Caiming and Desrosiers, Christian. 2021. « Self-paced and self-consistent co-training for semi-supervised image segmentation ». Medical Image Analysis, vol. 73.
Compte des citations dans Scopus : 43.

Wei, Guangshun, Ma, Long, Wang, Chen, Desrosiers, Christian and Zhou, YuanFeng. 2021. « Multi-task joint learning of 3D keypoint saliency and correspondence estimation ». Computer-Aided Design, vol. 141.
Compte des citations dans Scopus : 4.

Yaméogo, Banti Laure Mathilde, Charlton, Douglas W., Doucet, David, Desrosiers, Christian, O' Sullivan, Maurice and Tremblay, Christine. 25 January 2021. « Detecting Performance Degradation in Fiber-Optic Cables ». [Research article]. Substance ÉTS.

Yaméogo, Banti Laure Mathilde, Charlton, Douglas W., Doucet, David, Desrosiers, Christian, O' Sullivan, Maurice and Tremblay, Christine. 25 January 2021. « Détection de dégradations de performance dans les câbles de fibre optique ». [Research article]. Substance ÉTS.

2020

Chaddad, A., Zhang, M., Desrosiers, C. and Niazi, T.. 2020. « Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma ». In 1st International Workshop on Radiomics and Radiogenomics in Neuro-oncology, RNO-AI 2019, held in conjunction with the 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2019, October 13, 2019 - October 13, (Shenzen, China, Oct. 13, 2019) Coll. « Lecture Notes in Computer Science », vol. 11991. pp. 36-43. Springer.
Compte des citations dans Scopus : 5.

Chaddad, Ahmad, Kucharczyk, Michael J., Desrosiers, Christian, Okuwobi, Idowu Paul, Katib, Yousef, Zhang, Mingli, Rathore, Saima, Sargos, Paul and Niazi, Tamim. 2020. « Deep radiomic analysis to predict gleason score in prostate cancer ». IEEE Access, vol. 8. pp. 167767-167778.
Compte des citations dans Scopus : 20.

Chauvin, Laurent, Kumar, Kuldeep, Wachinger, Christian, Vangel, Marc, de Guise, Jacques, Desrosiers, Christian, Wells, William and Toews, Matthew. 2020. « Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives ». NeuroImage, vol. 204.
Compte des citations dans Scopus : 11.

Delisle, Pierre-Luc, Anctil-Robitaille, Benoit, Desrosiers, Christian and Lombaert, Hervé. 2020. « Adversarial normalization for multi domain image segmentation ». In IEEE 17th International Symposium on Biomedical Imaging (ISBI) (Iowa City, IA, USA, Apr. 03-07, 2020) pp. 849-853. IEEE.
Compte des citations dans Scopus : 3.

Dolz, Jose, Desrosiers, Christian, Wang, Li, Yuan, Jing, Shen, Dinggang and Ben Ayed, Ismail. 2020. « Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation ». Computerized Medical Imaging and Graphics, vol. 79.
Compte des citations dans Scopus : 86.

Golaghazadeh, Firouzeh, Djukic, Petar, Tremblay, Christine and Desrosiers, Christian. 2020. « Forecasting SNR margins has low-complexity ». In Proceedings OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF) (Washington, DC, USA, July 13-16, 2020) OSA - The Optical Society.

Gopinath, Karthik, Desrosiers, Christian and Lombaert, Hervé. 2020. « Graph domain adaptation for alignment-invariant brain surface segmentation ». In Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis : Second International Workshop, UNSURE 2020, and Third International Workshop, GRAIL 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, (Lima, Peru, Oct. 08, 2020) Coll. « Lecture Notes in Computer Science », vol. 12443. pp. 152-163. Springer.
Compte des citations dans Scopus : 4.

Jia, Jin-Gong, Zhou, Yuan-Feng, Hao, Xing-Wei, Li, Feng, Desrosiers, Christian and Zhang, Cai-Ming. 2020. « Two-stream temporal convolutional networks for skeleton-based human action recognition ». Journal of Computer Science and Technology, vol. 35, nº 3. pp. 538-550.
Compte des citations dans Scopus : 25.

Kamali, Kaveh, Akbari, Ali Akbar, Desrosiers, Christian, Akbarzadeh, Alireza, Otis, Martin J. D. and Ayena, Johannes C.. 2020. « Low-rank and sparse recovery of human gait data ». Sensors, vol. 20, nº 16.
Compte des citations dans Scopus : 2.

Kamali, Kaveh, Bonev, Ilian A. and Desrosiers, Christian. 2020. « Real-time motion planning for robotic teleoperation using dynamic-goal deep reinforcement learning ». In 17th Conference on Computer and Robot Vision (CRV) (Ottawa, ON, Canada, May 13, 2020 - May 15, 2020) pp. 182-189. Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 27.

Li, Xuan, Lu, Yuchen, Desrosiers, Christian and Liu, Xue. 2020. « Out-of-distribution detection for skin lesion images with deep isolation forest ». In Machine Learning in Medical Imaging : 11th International Workshop, MLMI, , Held in Conjunction with MICCAI 2020 : Proceedings (Lima, Peru, Oct. 04, 2020) Coll. « Lecture Notes in Computer Science », vol. 12436. pp. 91-100. Springer.
Compte des citations dans Scopus : 8.

Liu, Jinhua, Desrosiers, Christian and Zhou, Yuanfeng. 2020. « Att-MoE: Attention-based Mixture of Experts for nuclear and cytoplasmic segmentation ». Neurocomputing, vol. 411. pp. 139-148.
Compte des citations dans Scopus : 7.

Mezni, Ameni, Charlton, Douglas W., Tremblay, Christine and Desrosiers, Christian. 2020. « Deep learning for multi-step performance prediction in operational optical networks ». In Conference on Lasers and Electro-Optics (CLEO) (San Jose, CA, USA, May 10-15, 2020) IEEE.
Compte des citations dans Scopus : 2.

Peng, Jizong, Estrada, Guillermo, Pedersoli, Marco and Desrosiers, Christian. 2020. « Deep co-training for semi-supervised image segmentation ». Pattern Recognition, vol. 107.
Compte des citations dans Scopus : 141.

Peng, Jizong, Kervadec, Hoel, Dolz, Jose, Ben Ayed, Ismail, Pedersoli, Marco and Desrosiers, Christian. 2020. « Discretely-constrained deep network for weakly supervised segmentation ». Neural Networks, vol. 130. pp. 297-308.
Compte des citations dans Scopus : 24.

Peng, Jizong, Pedersoli, Marco and Desrosiers, Christian. 2020. « Mutual information deep regularization for semi-supervised segmentation ». In Proceedings of the Third Conference on Medical Imaging with Deep Learning (Montreal, QC, Canada, July 06-08, 2020) Coll. « Proceedings of Machine Learning Research », vol. 121. pp. 601-613. PMLR.
Compte des citations dans Scopus : 17.

Ran, He, Gopinath, Karthik, Desrosiers, Christian and Lombaert, Herve. 2020. « Spectral graph transformer networks for brain surface parcellation ». In IEEE 17th International Symposium on Biomedical Imaging (ISBI) (Iowa City, IA, USA, Apr. 03-07, 2020) pp. 372-376. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 7.

Trudeau, Luc, Coulombe, Stéphane and Desrosiers, Christian. 2020. « Multi-level rate-constrained successive elimination algorithm tailored to suboptimal motion estimation in HEVC ». Signal Processing: Image Communication, vol. 81.
Compte des citations dans Scopus : 2.

Yaméogo, Banti Laure M., Charlton, Douglas W., Doucet, David, Desrosiers, Christian, O' Sullivan, Maurice and Tremblay, Christine. 2020. « Trends in optical span loss detected using the time series decomposition method ». Journal of Lightwave Technology, vol. 38, nº 18. pp. 5026-5035.
Compte des citations dans Scopus : 4.

Zhang, Mingli, Desrosiers, Christian, Guo, Yuhong, Khundrakpam, Budhachandra, Al-Sharif, Noor, Kiar, Greg, Valdes-Sosa, Pedro, Poline, Jean-Baptiste and Evans, Alan. 2020. « Brain status modeling with non-negative projective dictionary learning ». NeuroImage, vol. 206.
Compte des citations dans Scopus : 8.

2019

Belghait, Fodil, April, Alain, Hamet, Pavel, Tremblay, Johanne and Desrosiers, Christian. 2019. « A large-scale and extensible platform for precision medicine research ». In 9th International Conference on Digital Public Health (DPH) (Marseille, France, Nov. 20-23, 2019) Coll. « ACM International Conference Proceeding Series » pp. 47-54. Association for Computing Machinery.

Ben Ayed, Ismail, Desrosiers, Christian and Dolz, Jose. 2019. « Tutorial : Weakly supervised CNN segmentation: Models and optimization ». Communication lors de la conférence : Medical Image Computing and Computer Assisted Intervention (MICCAI) (Shenzen, China, Oct. 13-17, 2019).

Chaddad, Ahmad, Daniel, Paul, Desrosiers, Christian, Toews, Matthew and Abdulkarim, Bassam. 2019. « Novel radiomic features based on joint intensity matrices for predicting glioblastoma patient survival time ». IEEE Journal of Biomedical and Health Informatics, vol. 23, nº 2. pp. 795-804.
Compte des citations dans Scopus : 68.

Chaddad, Ahmad, Daniel, Paul, Sabri, Siham, Desrosiers, Christian and Abdulkarim, Bassam. 2019. « Integration of radiomic and multi-omic analyses predicts survival of newly diagnosed IDH1 wild-type glioblastoma ». Cancers, vol. 11, nº 8.
Compte des citations dans Scopus : 44.

Chaddad, Ahmad, Desrosiers, Christian, Abdulkarim, Bassam and Niazi, Tamim. 2019. « Predicting the gene status and survival outcome of lower grade glioma patients with multimodal MRI features ». IEEE Access, vol. 7. pp. 75976-75984.
Compte des citations dans Scopus : 25.

Chaddad, Ahmad, Toews, Matthew, Desrosiers, Christian and Niazi, Tamim. 2019. « Deep radiomic analysis based on modeling information flow in convolutional neural networks ». IEEE Access, vol. 7. pp. 97242-97252.
Compte des citations dans Scopus : 25.

Chauvin, Laurent, Kumar, Kuldeep, Desrosiers, Christian, De Guise, Jacques, Wells, William and Toews, Matthew. 2019. « Analyzing brain morphology on the bag-of-features manifold ». In Information Processing in Medical Imaging : 26th International Conference, IPMI : Proceedings (Hong Kong, China, June 02-07, 2019) Coll. « Lecture Notes in Computer Science », vol. 11492. pp. 45-56. Springer Verlag.
Compte des citations dans Scopus : 1.

Cheng, Jing Dong, Sun, Qiu Le, Zhang, Jian Xin, Desrosiers, Christian, Liu, Bin, Lu, Jian and Zhang, Qiang. 2019. « Deep high-order supervised hashing ». Optik, vol. 180. pp. 847-857.
Compte des citations dans Scopus : 1.

Dolz, Jose, Ben Ayed, Ismail and Desrosiers, Christian. 2019. « Dense multi-path U-Net for ischemic stroke lesion segmentation in multiple image modalities ». In Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries : 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers, Part I (Granada, Spain, Sept. 16-20, 2018) Coll. « Lecture Notes in Computer Science », vol. 11383. pp. 271-282. Cham, Switzerland : Springer.
Compte des citations dans Scopus : 43.

Dolz, Jose, Desrosiers, Christian and Ben Ayed, Ismail. 2019. « IVD-Net: intervertebral disc localization and segmentation in MRI with a multi-modal UNet ». In Computational Methods and Clinical Applications for Spine Imaging : 5th International Workshop and Challenge, CSI 2018, Held in Conjonction with MICCAI 2018. Revised Selected Papers (Granada, Spain, Sept. 16, 2018) Coll. « Lecture Notes in Computer Science », vol. 11397. pp. 130-143. Springer Verlag.
Compte des citations dans Scopus : 54.

Dolz, Jose, Gopinath, Karthik, Yuan, Jing, Lombaert, Herve, Desrosiers, Christian and Ben Ayed, Ismail. 2019. « HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation ». IEEE Transactions on Medical Imaging, vol. 38, nº 5. pp. 1116-1126.
Compte des citations dans Scopus : 387.

Gopinath, Karthik, Desrosiers, Christian and Lombaert, Herve. 2019. « Adaptive graph convolution pooling for brain surface analysis ». In Information Processing in Medical Imaging : 26th International Conference, IPMI : Proceedings (Hong Kong, China, June 02-07, 2019) Coll. « Lecture Notes in Computer Science », vol. 11492. pp. 86-98. Springer Verlag.
Compte des citations dans Scopus : 14.

Gopinath, Karthik, Desrosiers, Christian and Lombaert, Herve. 2019. « Graph convolutions on spectral embeddings for cortical surface parcellation ». Medical Image Analysis, vol. 54. pp. 297-305.
Compte des citations dans Scopus : 47.

Kervadec, Hoel, Bouchtiba, Jihene, Desrosiers, Christian, Granger, Eric, Dolz, Jose and Ben Ayed, Ismail. 2019. « Boundary loss for highly unbalanced segmentation ». In 2nd International Conference on Medical Imaging with Deep Learning (MIDL) (London, England, July 08-10, 2019) Coll. « Proceedings of Machine Learning Research », vol. 102. pp. 285-296. PMLR.
Compte des citations dans Scopus : 252.

Kumar, Kuldeep, Siddiqi, Kaleem and Desrosiers, Christian. 2019. « White matter fiber analysis using kernel dictionary learning and sparsity priors ». Pattern Recognition, vol. 95. pp. 83-95.
Compte des citations dans Scopus : 5.

Mhiri, Mohamed, Desrosiers, Christian and Cheriet, Mohamed. 2019. « Word spotting and recognition via a joint deep embedding of image and text ». Pattern Recognition, vol. 88. pp. 312-320.
Compte des citations dans Scopus : 24.

Tremblay, Nicolas, Kamali, Kaveh, Cardou, Philippe, Desrosiers, Christian, Gouttefarde, Marc and Otis, Martin J.-D.. 2019. « Eye-on-hand calibration method for cable-driven parallel robots ». In Cable-Driven Parallel Robots: 4th International Conference on Cable-Driven Parallel Robots (Krakow, Poland, June 30-July 04, 2019) Coll. « Mechanisms and Machine Science », vol. 74. pp. 345-356. Springer Netherlands.
Compte des citations dans Scopus : 3.

Wang, Li, Nie, Dong, Guannan, Li, Puybareau, Élodie, Dolz, Jose, Zhang, Qian, Wang, Fan, Xia, Jing, Wu, Zhengwang, Chen, Jia-Wei, Thung, Kim-Han, Bui, Toan Duc, Shin, Jitae, Zeng, Guodong, Zheng, Guoyan, Fonov, Vladimir S., Doyle, Andrew, Xu, Yongchao, Moeskops, Pim, Pluim, Josien P. W., Desrosiers, Christian, Ben Ayed, Ismail, Sanroma, Gerard, Benkarim, Oualid M., Casamitjana, Adrià, Vilaplana, Verónica, Lin, Weili, Li, Gang and Shen, Dinggang. 2019. « Benchmark on automatic six-month-old infant brain segmentation algorithms: the iSeg-2017 challenge ». IEEE Transactions on Medical Imaging, vol. 38, nº 9. pp. 2219-2230.
Compte des citations dans Scopus : 146.

Zhang, Mingli and Desrosiers, Christian. 2019. « High-quality image restoration using low-rank patch regularization and global structure sparsity ». IEEE Transactions on Image Processing, vol. 28, nº 2. pp. 868-879.
Compte des citations dans Scopus : 61.

2018

Carass, Aaron, Cuzzocreo, Jennifer L., Han, Shuo, Hernandez-Castillo, Carlos R., Rasser, Paul E., Ganz, Melanie, Beliveau, Vincent, Dolz, Jose, Ben Ayed, Ismail, Desrosiers, Christian, Thyreau, Benjamin, Romero, José E., Coupé, Pierrick, Manjón, José V., Fonov, Vladimir S., Collins, D. Louis, Ying, Sarah H., Onyike, Chiadi U., Crocetti, Deana, Landman, Bennett A., Mostofsky, Stewart H., Thompson, Paul M. and Prince, Jerry L.. 2018. « Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images ». NeuroImage, vol. 183. pp. 150-172.
Compte des citations dans Scopus : 75.

Chaddad, Ahmad, Desrosiers, Christian and Niazi, Tamim. 2018. « Deep radiomic analysis of MRI related to Alzheimer's disease ». IEEE Access, vol. 6. pp. 58213-58221.
Compte des citations dans Scopus : 63.

Chauvin, Laurent, Kumar, Kuldeep, Desrosiers, Christian, de Guise, Jacques and Toews, Matthew. 2018. « Diffusion Orientation Histograms (DOH) for diffusion weighted image analysis ». In Computational Diffusion MRI : MICCAI Workshop, Québec, Canada, September 2017 (Montreal, QC, Canada, Sept. 10, 2017) Coll. « Mathematics and Visualization » pp. 91-99. Springer International Publishing.
Compte des citations dans Scopus : 1.

Dolz, Jose, Ben Ayed, Ismail, Jing, Yuan and Desrosiers, Christian. 2018. « Isointense infant brain segmentation with a hyper-dense connected convolutional neural network ». In IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) (Washington, DC, USA, Apr. 04-07, 2018) pp. 616-620. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 19.

Dolz, Jose, Desrosiers, Christian and Ben Ayed, Ismail. 2018. « 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study ». NeuroImage, vol. 170. pp. 456-470.
Compte des citations dans Scopus : 299.

Dolz, Jose, Xu, Xiaopan, Rony, Jérôme, Yuan, Jing, Liu, Yang, Granger, Éric, Desrosiers, Christian, Zhang, Xi, Ben Ayed, Ismail and Lu, Hongbing. 2018. « Multiregion segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks ». Medical Physics, vol. 45, nº 12. pp. 5482-5493.
Compte des citations dans Scopus : 64.

Kumar, Kuldeep, Chauvin, Laurent, Toews, Matthew, Colliot, Olivier and Desrosiers, Christian. 2018. « Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI ». In Computational Diffusion MRI : MICCAI Workshop, Québec, Canada, September 2017 (Québec, QC, Canada, 10 sept. 2017) Coll. « Mathematics and Visualization » pp. 219-228. Springer International Publishing.
Compte des citations dans Scopus : 2.

Kumar, Kuldeep, Toews, Matthew, Chauvin, Laurent, Colliot, Olivier and Desrosiers, Christian. 2018. « Multi-modal brain fingerprinting: A manifold approximation based framework ». NeuroImage, vol. 183. pp. 212-226.
Compte des citations dans Scopus : 21.

Lala, Prasun, Langevin Harnois, Félix, El Boussaidi, Ghizlane, Desrosiers, Christian and Laporte, Catherine. 2018. « Providing sustainable scientific writing support for graduate engineering students by creating a local scientific learning community ». In 2018 ASEE Annual Conference & Exposition (Salt Lake City, UT, USA, June 24-27, 2018) American Society for Engineering Education.
Compte des citations dans Scopus : 4.

Lala, Prasun, Langevin Harnois, Félix, El Boussaidi, Ghizlane, Desrosiers, Christian and Laporte, Catherine. 2018. « Providing sustainable scientific writing support for graduate engineering students by creating a local scientific learning community ». Communication lors de la conférence : 2018 ASEE Annual Conference & Exposition (Salt Lake City, UT, USA, June 24-27, 2018).

Langevin Harnois, Félix, Harrison, Jerome, Lala, Prasun, El Boussaidi, Ghizlane, Desrosiers, Christian and Laporte, Catherine. 2018. « Promoting good scientific communication habits by leveraging the community of practice within a single research group ». Communication lors de la conférence : 2018 ASEE Annual Conference & Exposition (Salt Lake City, UT, USA, June 24-27, 2018).

Langevin Harnois, Félix, Harrison, Jerome, Lala, Prasun, El Boussaidi, Ghizlane, Desrosiers, Christian and Laporte, Catherine. 2018. « Promoting good scientific communication habits by leveraging the community of practice within a single research group ». In 2018 ASEE Annual Conference & Exposition (Salt Lake City, UT, USA, June 24-27, 2018) American Society for Engineering Education.

Mhiri, Mohamed, Abuelwafa, Sherif, Desrosiers, Christian and Cheriet, Mohamed. 2018. « Hierarchical representation learning using spherical k-means for segmentation-free word spotting ». Pattern Recognition Letters, vol. 101. pp. 52-59.
Compte des citations dans Scopus : 7.

Mhiri, Mohamed, Desrosiers, Christian and Cheriet, Mohamed. 2018. « Convolutional pyramid of bidirectional character sequences for the recognition of handwritten words ». Pattern Recognition Letters, vol. 111. pp. 87-93.
Compte des citations dans Scopus : 15.

Mingli, Zhang, Desrosiers, Christian, Yuhong, Guo, Caiming, Zhang, Khundrakpam, Budhachandra and Evans, Alan. 2018. « Brain status prediction with non-negative projective dictionary learning ». In Machine Learning in Medical Imaging. 9th International Workshop (MLMI 2018) held in conjunction with MICCAI 2018, 16 Sept. 2018 (Granada, Spain, Sept. 16, 2018) Coll. « Lecture Notes in Computer Science », vol. 11046. pp. 152-160. Cham, Switzerland : Springer International Publishing.
Compte des citations dans Scopus : 4.

Peng, Jizong, Desrosiers, Christian and Pedersoli, Marco. 2018. « DC-SegNet: a discretely constrained deep network for weakly supervised segmentation ». In 32nd Conference on Neural Information Processing Systems (NIPS 2018) - Medical Imaging Meets NIPS Workshop (MED-NEURIPS 2018) (Montreal, QC, Canada, Dec. 08, 2018)

Trudeau, Luc Normand, Coulombe, Stephane and Desrosiers, Christian (inventeurs) 26 June 2018. « Method and system for rate-constrained search ordering ». Ecole de technologie supérieure (titulaire(s)). Brevet américain US 10,009,626.

Trudeau, Luc, Coulombe, Stéphane and Desrosiers, Christian. 2018. « Cost-based search ordering for rate-constrained motion estimation applied to HEVC ». IEEE Transactions on Broadcasting, vol. 64, nº 4. pp. 922-932.
Compte des citations dans Scopus : 6.

Zhang, Mingli and Desrosiers, Christian. 2018. « Structure preserving image denoising based on low-rank reconstruction and gradient histograms ». Computer Vision and Image Understanding, vol. 171. pp. 48-60.
Compte des citations dans Scopus : 19.

Zhang, Mingli, Desrosiers, Christian and Zhang, Caiming. 2018. « Atlas-based reconstruction of high performance brain MR data ». Pattern Recognition, vol. 76. pp. 549-559.
Compte des citations dans Scopus : 16.

2017

Barkallah, Eya, Freulard, Johan, Otis, Martin J. D., Ngomo, Suzy, Ayena, Johannes C. and Desrosiers, Christian. 2017. « Wearable devices for classification of inadequate posture at work using neural networks ». Sensors, vol. 17, nº 9.
Compte des citations dans Scopus : 23.

Chaddad, Ahmad, Desrosiers, Christian, Hassan, Lama and Tanougast, Camel. 2017. « Hippocampus and amygdala radiomic biomarkers for the study of autism spectrum disorder ». BMC Neuroscience, vol. 18, nº 1.
Compte des citations dans Scopus : 74.

Chaddad, Ahmad, Desrosiers, Christian and Toews, Matthew. 2017. « Multi-scale radiomic analysis of sub-cortical regions in MRI related to autism, gender and age ». Scientific Reports, vol. 7.
Compte des citations dans Scopus : 46.

Chaddad, Ahmad, Desrosiers, Christian, Toews, Matthew and Abdulkarim, Bassam. 2017. « Predicting survival time of lung cancer patients using radiomic analysis ». Oncotarget, vol. 8, nº 61. pp. 104393-104407.
Compte des citations dans Scopus : 60.

Dolz, Jose, Ben Ayed, Ismail and Desrosiers, Christian. 2017. « DOPE: distributed optimization for pairwise energies ». In IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Honolulu, HI, USA, July 21-26, 2017) pp. 4095-4104. IEEE Computer Society.
Compte des citations dans Scopus : 1.

Dolz, Jose, Ben Ayed, Ismail and Desrosiers, Christian. 2017. « Unbiased shape compactness for segmentation ». In Medical Image Computing and Computer-Assisted Intervention : MICCAI 2017 : 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017 : Proceedings : Part I (Quebec City, QC, Canada, Sept. 11-13, 2017) Coll. « Lecture Notes in Computer Science », vol. 10433. pp. 755-763. Springer Verlag.
Compte des citations dans Scopus : 10.

Fechter, Tobias, Adebahr, Sonja, Baltas, Dimos, Ben Ayed, Ismail, Desrosiers, Christian and Dolz, Jose. 2017. « Esophagus segmentation in CT via 3D fully convolutional neural network and random walk ». Medical Physics, vol. 44, nº 12. pp. 6341-6352.
Compte des citations dans Scopus : 65.

Haj-Hassan, Hawraa, Chaddad, Ahmad, Harkouss, Youssef, Desrosiers, Christian, Toews, Matthew and Tanougast, Camel. 2017. « Classifications of multispectral colorectal cancer tissues using convolution neural network ». Journal of Pathology Informatics, vol. 8, nº 1.
Compte des citations dans Scopus : 49.

Kumar, Kuldeep, Desrosiers, Christian, Siddiqi, Kaleem, Colliot, Olivier and Toews, Matthew. 2017. « Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis ». NeuroImage, vol. 158. pp. 242-259.
Compte des citations dans Scopus : 32.

Kumar, Kuldeep, Desrosiers, Christian, Siddiqi, Kaleem, Colliot, Olivier and Toews, Matthew. 14 November 2017. « Fiberprint: Human Brain Wiring Shows Unique Fingerprint ». [Research article]. Substance ÉTS.

Kumar, Kuldeep, Desrosiers, Christian, Siddiqi, Kaleem, Colliot, Olivier and Toews, Matthew. 14 November 2017. « L’empreinte cérébrale : une image des connexions du cerveau ». [Research article]. Substance ÉTS.

Kumar, Kuldeep, Gori, Pietro, Charlier, Benjamin, Durrleman, Stanley, Colliot, Olivier and Desrosiers, Christian. 2017. « White matter fiber segmentation using functional varifolds ». In Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics : First International Workshop, GRAIL 2017, 6th International Workshop, MFCA 2017, and Third International Workshop, MICGen 2017, Held in Conjunction with MICCAI 2017, Québec (Québec, QC, Canada, Sept. 10-14, 2017) Coll. « Lecture Notes in Computer Science », vol. 10551. pp. 92-100. Springer.
Compte des citations dans Scopus : 1.

M’hiri, Faten, Duong, Luc, Desrosiers, Christian, Dahdah, Nagib, Miró, Joaquim and Cheriet, Mohamed. 2017. « Automatic evaluation of vessel diameter variation from 2D X-ray angiography ». International Journal of Computer Assisted Radiology and Surgery, vol. 12, nº 11. pp. 1867-1876.
Compte des citations dans Scopus : 4.

Mhiri, Mohamed, Abuelwafa, Sherif, Desrosiers, Christian and Cheriet, Mohamed. 2017. « Footnote-based document image classification using 1D convolutional neural networks and histograms ». In Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Montreal, QC, Canada, Nov. 28 - Dec. 01, 2017) Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 7.

Mhiri, Mohamed, Cheriet, Mohamed and Desrosiers, Christian. 2017. « Query-by-example word spotting using multiscale features and classification in the space of representation differences ». In IEEE International Conference on Image Processing (ICIP) (Beijing, China, Sept. 17-20, 2017) pp. 1112-1116. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 4.

Zhang, Mingli and Desrosiers, Christian. 2017. « Image completion with global structure and weighted nuclear norm regularization ». In 2017 International Joint Conference on Neural Networks (IJCNN) (Anchorage, AK, USA, May 14-19, 2017) pp. 4187-4193. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 13.

Zhang, Mingli and Desrosiers, Christian. 2017. « Image denoising based on sparse representation and gradient histogram ». IET Image Processing, vol. 11, nº 1. pp. 54-63.
Compte des citations dans Scopus : 21.

Zhang, Mingli, Desrosiers, Christian and Zhang, Caiming. 2017. « Effective compressive sensing via reweighted total variation and weighted nuclear norm regularization ». In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (New Orleans, LA, USA, Mar. 05-09, 2017) pp. 1802-1806. IEEE.
Compte des citations dans Scopus : 10.

2016

Chaddad, Ahmad, Desrosiers, Christian, Bouridane, Ahmed, Toews, Matthew, Hassan, Lama and Tanougast, Camel. 2016. « Multi texture analysis of colorectal cancer continuum using multispectral imagery ». PLoS ONE, vol. 11, nº 2.
Compte des citations dans Scopus : 40.

Chaddad, Ahmad, Desrosiers, Christian, Hassan, Lama and Tanougast, Camel. 2016. « A quantitative study of shape descriptors from glioblastoma multiforme phenotypes for predicting survival outcome ». British Journal of Radiology, vol. 89, nº 1068.
Compte des citations dans Scopus : 38.

Chaddad, Ahmad, Desrosiers, Christian, Hassan, Lama and Toews, Matthew. 2016. « Multispectral texture analysis of histopathological abnormalities in colorectal tissues ». In IEEE International Conference on Image Processing (ICIP) (Phoenix, AZ, USA, Sept. 25-28, 2016) pp. 2628-2632. IEEE.
Compte des citations dans Scopus : 2.

Chaddad, Ahmad, Desrosiers, Christian and Toews, Matthew. 2016. « GBM heterogeneity characterization by radiomic analysis of phenotype anatomical planes ». In Medical Imaging 2016: Image Processing (San Diego, CA, USA, Fev. 27-Mar. 03, 2016) Coll. « Proceedings of SPIE », vol. 9784. SPIE.
Compte des citations dans Scopus : 10.

Chaddad, Ahmad, Desrosiers, Christian and Toews, Matthew. 2016. « Local discriminative characterization of MRI for Alzheimer's disease ». In 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague, Czech Republic, Apr. 13-16, 2016) pp. 1-5. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 16.

Chaddad, Ahmad, Desrosiers, Christian and Toews, Matthew. 2016. « Phenotypic characterization of glioblastoma identified through shape descriptors ». In Medical Imaging 2016: Computer-Aided Diagnosis (San Diego, CA, USA, Feb. 28-Mar. 02, 2016) Coll. « Proceedings of SPIE », vol. 9785. SPIE.
Compte des citations dans Scopus : 6.

Chaddad, Ahmad, Desrosiers, Christian and Toews, Matthew. 2016. « Radiomic analysis of multi-contrast brain MRI for the prediction of survival in patients with glioblastoma multiforme ». In 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Orlando, FL, USA, Aug. 16-20, 2016) pp. 4035-4038. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 25.

Kumar, Kuldeep and Desrosiers, Christian. 2016. « A sparse coding approach for the efficient representation and segmentation of white matter fibers ». In 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague, Czech Republic, Apr. 13-16, 2016) pp. 915-919. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 7.

Kumar, Kuldeep, Desrosiers, Christian, Chaddad, Ahmad and Toews, Matthew. 2016. « Spatially constrained sparse regression for the data-driven discovery of neuroimaging biomarkers ». In 23rd International Conference on Pattern Recognition (ICPR) (Cancún, México, Dec. 04-08, 2016) pp. 2162-2167. IEEE.

M'Hiri, Faten, Duong, Luc, Desrosiers, Christian, Leye, Mohamed, Miró, Joaquim and Cheriet, Mohamed. 2016. « A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences ». Computers in Biology and Medicine, vol. 79. pp. 45-58.
Compte des citations dans Scopus : 15.

Trudeau, Luc, Coulombe, Stéphane and Desrosiers, Christian. 2016. « Sub-partition reuse for fast optimal motion estimation in HEVC successive elimination algorithms ». In IEEE International Conference on Image Processing (ICIP) (Phoenix, AZ, USA, Sept. 25-28, 2016) pp. 2003-2007. IEEE.
Compte des citations dans Scopus : 2.

Zhang, Mingli and Desrosiers, Christian. 2016. « Robust MRI reconstruction via re-weighted total variation and non-local sparse regression ». In IEEE 18th International Workshop on Multimedia Signal Processing (MMSP) (Montreal, QC, Canada, Sept. 21-23, 2016) IEEE.
Compte des citations dans Scopus : 3.

Zhang, Mingli, Desrosiers, Christian, Qu, Qiang, Guo, Fenghua and Zhang, Caiming. 2016. « Medical image super-resolution with non-local embedding sparse representation and improved IBP ». In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Shanghai, China, Mar. 20-25, 2016) pp. 888-892. IEEE.
Compte des citations dans Scopus : 14.

Zhang, Mingli, Kumar, Kuldeep and Desrosiers, Christian. 2016. « A weighted total variation approach for the atlas-based reconstruction of brain MR data ». In IEEE International Conference on Image Processing (ICIP) (Phoenix, AZ, USA, Sept. 25-28, 2016) pp. 4329-4333. IEEE.
Compte des citations dans Scopus : 7.

Zhang, Mingli, Qu, Qiang, Nobari, Sadegh and Desrosiers, Christian. 2016. « LRI: a low rank approach to non-local sparse representation for image interpolation ». In International Joint Conference on Neural Networks (IJCNN) (Vancouver, BC, Canada, July 24-29, 2016) pp. 3016-3022. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 1.

2015

Belle, Alvine Boaye, El boussaidi, Ghizlane, Desrosiers, Christian and Mili, Hafedh. 2015. « ReALEITY : a tool for recovering software layers from object-oriented systems ». Affiche présentée lors de la conférence : 2015 12th Working IEEE/IFIP Conference on Software Architecture (WICSA) (Montreal, QC, Canada, May 4-7, 2015).

Boaye Belle, Alvine, El Boussaidi, Ghizlane, Desrosiers, Christian, Kpodjedo, Segla and Mili, Hafedh. 2015. « The layered architecture recovery as a quadratic assignment problem ». In Software Architecture : 9th European Conference, ECSA 2015, Dubrovnik/Cavtat, Croatia, September 7–11, 2015, Proceedings (Cham, Switzerland, Sept. 7-11, 2015) Coll. « Lecture Notes in Computer Science », vol. 9278. pp. 339-354. Springer International Publishing.
Compte des citations dans Scopus : 1.

Boukhalfi, Tarik, Desrosiers, Christian and Paquette, Eric. 2015. « A machine learning approach to automate facial expressions from physical activity ». In 23rd International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2015 - Full Papers Proceedings (Pilsen, Czech Republic, June 8-12, 2015) pp. 81-88. Vaclav Skala - Union Agency.

Desrosiers, Christian. 2015. « Unsupervised segmentation using dynamic superpixel random walks ». In 2015 International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) pp. 1772-1776. IEEE.
Compte des citations dans Scopus : 2.

Karnyaczki, Stefan and Desrosiers, Christian. 2015. « A sparse coding method for semi-supervised segmentation with multi-class histogram constraints ». In 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) pp. 3215-3219. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 5.

Kumar, Kuldeep, Desrosiers, Christian and Siddiqi, Kaleem. 2015. « Brain fiber clustering using non-negative kernelized matching pursuit ». In Machine Learning in Medical Imaging. 6th International Workshop, MLMI 2015, held in conjunction with MICCAI 2015. Proceedings (Munich, Germany, Oct. 5, 2015) Coll. « Lecture Notes in Computer Science », vol. 9352. pp. 144-152. Cham, Switzerland : Springer International Publishing.
Compte des citations dans Scopus : 5.

Martin, J. P., Desrosiers, C. and Duong, L.. 2015. « Utilisation d'un fantôme multimodalité cardiothoracique (XCAT) pour la validation d'algorithmes de compensation de mouvement ». Communication lors de la conférence : 6e Journée Cardio-pédiatrique et Foeto-maternelle en recherche (JCF 2015) (Montréal, QC, Canada, 19 mars 2015).

M'Hiri, Faten, Le, T. Hoang Ngan, Duong, Luc, Desrosiers, Christian and Cheriet, Mohamed. 2015. « Hierarchical segmentation and tracking of coronary arteries in 2D X-ray angiography sequences ». In 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) pp. 1707-1711. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 7.

Ning, Xia, Desrosiers, Christian and Karypis, George. 2015. « A comprehensive survey of neighborhood-based recommendation methods ». In Recommender Systems Handbook. Second Edition. pp. 37-76. Springer US.
Compte des citations dans Scopus : 251.

Shah, Alpa Jayesh, Desrosiers, Christian and Sabourin, Robert. 2015. « Contextual anomaly detection using log-linear tensor factorization ». In Advances in Knowledge Discovery and Data Mining : 19th Pacific-Asia Conference, PAKDD 2015. Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II (Ho Chi Minh City, Vietnam, May 19-22, 2015) Coll. « Lecture Notes in Computer Science », vol. 9078. pp. 165-176. Cham, Switzerland : Springer International Publishing.

Trudeau, Luc, Coulombe, Stéphane and Desrosiers, Christian. 2015. « An adaptive search ordering for rate-constrained successive elimination algorithms ». In 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) pp. 207-211. IEEE.
Compte des citations dans Scopus : 7.

Zhang, Mingli, Desrosiers, Christian, Zhang, Caiming and Cheriet, Mohamed. 2015. « Effective document image deblurring via gradient histogram preservation ». In 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) pp. 779-783. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 11.

2014

Desrosiers, Christian, Galinier, Philippe, Hansen, Pierre and Hertz, Alain. 2014. « Automated generation of conjectures on forbidden subgraph characterization ». Discrete Applied Mathematics, vol. 162. pp. 177-194.

Desrosiers, Christian. 2014. « A fast and adaptive random walks approach for the unsupervised segmentation of natural images ». In 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014) pp. 130-135. Los Alamitos, CA, USA : IEEE Computer Society.
Compte des citations dans Scopus : 3.

Desrosiers, Christian. 2014. « An unsupervised random walk approach for the segmentation of brain MRI ». In 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014 (Beijing, China, Apr. 29 - May 2, 2014) pp. 337-340. Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 7.

Kumar, K.uldeep and Desrosiers, Christian. 2014. « Group sparse kernelized dictionary learning for the clustering of white matter fibers ». Affiche numéro STMI-P-6 présentée lors de la conférence : Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014. 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings (Boston, MA, USA, Sept. 14-18, 2014).

Trudeau, Luc, Coulombe, Stéphane and Desrosiers, Christian. 2014. « Rate distortion-based motion estimation search ordering for rate-constrained successive elimination algorithms ». In 2014 IEEE International Conference on Image Processing (ICIP) (Paris, France, Oct. 27-30, 2014) pp. 3175-3179. Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 7.

Velazquez-Godinez, Erick, Ratté, Sylvie and Desrosiers, Christian. 2014. « Alignement informatif d'un corpus bilingue de nouvelles ». Communication lors de la conférence : Congrès de l'ACFAS (Montréal, QC, Canada, 12-16 mai 2014).

2013

M'Hiri, Faten, Duong, Luc, Desrosiers, Christian and Cheriet, Mohamed. 2013. « Vessel Walker: Coronary Arteries Segmentation Using Random Walks And Hessian-Based Vesselness Filter ». In 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2013) (San Francisco, CA, USA, Apr. 7-11, 2013) pp. 918-921. Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 42.

Boaye-Belle, Alvine, El Boussaidi, Ghizlane, Desrosiers, Christian and Mili, Hafedh. 2013. « The layered architecture revisited: Is it an optimization problem? ». In Proceedings of the Twenty-Fifth International Conference on Software Engineering & Knowledge Engineering (SEKE 2013) (Boston, MA, USA, June 27-29, 2013) pp. 344-349. Knowledge Systems Institute Graduate School.

2012

Morin, Jean-Philippe, Desrosiers, Christian and Duong, Luc. 2012. « A random walk approach for multiatlas-based segmentation ». In 21st International Conference on Pattern Recognition (ICPR) (Tsukuba, Japan, Nov. 11-15, 2012) pp. 3636-3639. Piscataway, NJ : Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 3.

Morin, Jean-Philippe, Desrosiers, Christian and Duong, Luc. 2012. « Image segmentation using random-walks on the histogram ». In Medical Imaging 2012: Image Processing (San Diego, CA, USA, Feb. 6-9, 2012) Coll. « Proceedings of SPIE », vol. 8314. SPIE.
Compte des citations dans Scopus : 4.

Morin, Jean-Philippe, Desrosiers, Christian and Duong, Luc. 2012. « Atlas-based segmentation of brain magnetic resonance imaging using random walks ». In 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Providence, RI, USA, June 16-21, 2012) pp. 44-49. Piscataway, N.J. : IEEE Computer Society.
Compte des citations dans Scopus : 8.

M'Hiri, Faten, Duong, Luc and Desrosiers, Christian. 2012. « Combining Laplacian eigenmaps and vesselness filters for vessel segmentation in X-ray angiography ». In 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Providence, RI, USA, June 16-21, 2012) pp. 70-75. Piscataway, N.J. : IEEE Computer Society.

Hadida, Jonathan, Desrosiers, Christian and Duong, Luc. 2012. « Stochastic 3D motion compensation of coronary arteries from monoplane angiograms ». In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012 : 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I (Nice, France, Oct. 1-5, 2012) Coll. « Lecture Notes in Computer Science », vol. 7510. pp. 651-658. Berlin, Germany : Springer Verlag.
Compte des citations dans Scopus : 6.

Boukhalfi, Tarik, Desrosiers, Christian and Paquette, Eric. 2012. « A machine learning approach to automate facial expressions from physical activity ». Affiche présentée lors de la conférence : Grand 2012 Conference (Montréal, QC, Canada, May 2-4, 2012).

2011

Desrosiers, Christian, Galinier, Philippe, Hertz, Alain and Hansen, Pierre. 2011. « Improving constrained pattern mining with first-fail-based heuristics ». Data Mining and Knowledge Discovery, vol. 23, nº 1. pp. 63-90.

Desrosiers, Christian and Karypis, George. 2011. « A Comprehensive Survey of Neighborhood-based Recommendation Methods ». In Recommender systems handbook. Coll. « Computer Science ». pp. 107-144. Boston, MA, USA : Springer.

Hadida, Jonathan, Desrosiers, Christian and Duong, Luc. 2011. « Intensity-based hierarchical clustering in CT-scans : application to interactive segmentation in cardiology ». In Medical Imaging : Visualization, Image-Guided Procedures, and Modeling (Lake Buena Vista, FL, USA, Feb. 13-15, 2011) Coll. « Proceedings of SPIE », vol. 7964. Bellingham, WA, USA : SPIE - The International Society for Optical Engineering.

2010

Desrosiers, Christian and Karypis, George. 2010. « A novel approach to compute similarities and its application to item recommendation ». In 11th Pacific Rim International Conference on Artificial Intelligence (PRICAI) : Trends in Artificial Intelligence (Daegu, Korea, Aug. 30-Sept. 2, 2010) Coll. « Lecture Notes in Computer Science », vol. 6230. pp. 39-51. Berlin, Germany : Springer Berlin / Heidelberg.
Compte des citations dans Scopus : 16.

Desrosiers, Christian and Karypis, George. 2010. « Enhancing link-based similarity through the use of non-numerical labels and prior information ». In Proceedings of the Eighth Workshop on Mining and Learning with Graphs (Washington, D.C., USA, July 24-25, 2010) pp. 26-33. New York, NY, USA : Association for Computing Machinery.
Compte des citations dans Scopus : 2.

This list was generated on Wed Dec 4 02:24:40 2024 EST.