Publications
- Ahmad Chaddad, Yihang Wu, Yuchen Jiang, Ahmed Bouridane, Christian Desrosiers. 2025 « Simulations of common Unsupervised Domain Adaptation algorithms for image classification ». IEEE Transactions on Instrumentation and Measurement vol. 74
- Linlin Hou, Zishen Yan, Christian Desrosiers, Hui Liu. 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
- Yamen Al Habash, Bahe Hachem, Hugo Taeckens, Loïc Degueldre, Luc Duong. 2024 « Pressure prediction for the personalized and automatic fitting of respiratory masks ». 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Orlando, FL, USA, July 15-19, 2024) Institute of Electrical and Electronics Engineers Inc.
- Ahmad Chaddad, Yihang Wu, Christian Desrosiers. 2024 « Federated learning for healthcare applications ». IEEE Internet of Things Journal vol. 11 , nº 5. p. 7339-7358
- Milad Cheraghalikhani, Mehrdad Noori, David Osowiechi, Gustavo A. Vargas Hakim, Ismail Ben Ayed, Christian Desrosiers. 2024 « Structure-aware feature stylization for domain generalization ». Computer Vision and Image Understanding vol. 244
- Marianne Chevalier, Roxane de la Sablonnière, Simon-Olivier Harel, Sylvie Ratté, Mathieu Pelletier-Dumas, Anna Dorfman, Dietlind Stolle, Jean-Marc Lina, Éric Lacourse. 2024 « Who's to blame for the COVID-19 pandemic? Perceptions of responsibility during the crisis using text mining and latent dirichlet allocation ». Social Sciences and Humanities Open vol. 9
- Koffi Kossi, Stéphane Coulombe, Christian Desrosiers. 2024 « No-reference video quality assessment using transformers and attention recurrent networks ». IEEE Access vol. 12. p. 140671-140680
- Julie Laniel, Serge Sultan, Daniel Sinnett, Caroline Laverdière, Maja Krajinovic, Philippe Robaey, Luc Duong, Sarah Lippé. 2024 « Cumulative dosage of intrathecal chemotherapy agents predicts white matter integrity in long-term survivors of acute lymphoblastic leukemia: A PETALE study ». Cancers vol. 16 , nº 6
- Jianning Li, Zongwei Zhou, Jiancheng Yang, Antonio Pepe, Christina Gsaxner, Gijs Luijten, Chongyu Qu, Tiezheng Zhang, Xiaoxi Chen, Wenxuan Li, Marek Wodzinski, Paul Friedrich, Kangxian Xie, Yuan Jin, Narmada Ambigapathy, Enrico Nasca, Naida Solak, Gian Marco Melito, Viet Duc Vu, Afaque R. Memon, Christopher Schlachta, Sandrine De Ribaupierre, Rajnikant Patel, Roy Eagleson, Xiaojun Chen, Heinrich Mächler, Jan Stefan Kirschke, Ezequiel de la Rosa, Patrick Ferdinand Christ, Hongwei Bran Li, David G. Ellis, Michele R. Aizenberg, Sergios Gatidis, Thomas Küstner, Nadya Shusharina, Nicholas Heller, Vincent Andrearczyk, Adrien Depeursinge, Mathieu Hatt, Anjany Sekuboyina, Maximilian T. Löffler, Hans Liebl, Reuben Dorent, Tom Vercauteren, Jonathan Shapey, Aaron Kujawa, Stefan Cornelissen, Patrick Langenhuizen, Achraf Ben-Hamadou, Ahmed Rekik, Sergi Pujades, Edmond Boyer, Federico Bolelli, Costantino Grana, Luca Lumetti, Hamidreza Salehi, Jun Ma, Yao Zhang, Ramtin Gharleghi, Susann Beier, Arcot Sowmya, Eduardo A. Garza-Villarreal, Thania Balducci, Diego Angeles-Valdez, Roberto Souza, Leticia Rittner, Richard Frayne, Yuanfeng Ji, Vincenzo Ferrari, Soumick Chatterjee, Florian Dubost, Stefanie Schreiber, Hendrik Mattern, Oliver Speck, Daniel Haehn, Christoph John, Andreas Nürnberger, João Pedrosa, Carlos Ferreira, Guilherme Aresta, António Cunha, Aurélio Campilho, Yannick Suter, Jose Garcia, Alain Lalande, Vicky Vandenbossche, Aline Van Oevelen, Kate Duquesne, Hamza Mekhzoum, Jef Vandemeulebroucke, Emmanuel Audenaert, Claudia Krebs, Timo van Leeuwen, Evie Vereecke, Hauke Heidemeyer, Rainer Röhrig, Frank Hölzle, Vahid Badeli, Kathrin Krieger, Matthias Gunzer. 2024 « MedShapeNet - a large-scale dataset of 3D medical shapes for computer vision ». Biomedizinische Technik
- Yangke Li, Guangshun Wei, Christian Desrosiers, Yuanfeng Zhou. 2024 « Decoupled and boosted learning for skeleton-based dynamic hand gesture recognition ». Pattern Recognition vol. 153
- Jinhua Liu, Christian Desrosiers, Dexin Yu, Yuanfeng Zhou. 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. p. 1449-1461
- Souha Nemri, Luc Duong. 2024 « Automatic segmentation of echocardiographic images using a shifted windows vision transformer architecture ». Biomedical Physics and Engineering Express vol. 10 , nº 6
- Julien Nicolas, Florent Chiaroni, Imtiaz Ziko, Ola Ahmad, Christian Desrosiers, Jose Dolz. 2024 « MoP-CLIP: A mixture of prompt-tuned CLIP models for domain incremental learning ». IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2024) Institute of Electrical and Electronics Engineers Inc.
- Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo A. Vargas Hakim, David Osowiechi, Ismail Ben Ayed, Christian Desrosiers. 2024 « TFS-ViT: Token-level feature stylization for domain generalization ». Pattern Recognition vol. 149
- David Osowiechi, Gustavo A. Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers. 2024 « NC-TTT: A noise constrastive approach for test-time training ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Seattle, WA, USA, June 16-22, 2024) Institute of electrical and Electonics Engineers Inc.
- Matilde Pazzaglia, Atefeh Abdolmanafi, Gerardo Tibamoso-Pedraza, Nagib Dahdah, Luc Duong. 2024 « Design of coronary artery phantom using polyvinyl alcohol cryogel for optical coherence tomography imaging in Kawasaki disease ». SPIE Medical Imaging : Image-Guided Procedures, Robotic Interventions, and Modeling (San Diego, CA, USA, Feb. 18-23, 2024) SPIE
- Jizong Peng, Ping Wang, Marco Pedersoli, Christian Desrosiers. 2024 « Boundary-aware information maximization for self-supervised medical image segmentation ». Medical Image Analysis vol. 94
- Renzo Phellan Aro, Bahe Hachem, Julien Clin, Jean-Marc Mac-Thiong, Luc Duong. 2024 « Real-time prediction of postoperative spinal shape with machine learning models trained on finite element biomechanical simulations ». International Journal of Computer Assisted Radiology and Surgery
- Antoine Théberge, Christian Desrosiers, Arnaud Boré, Maxime Descoteaux, Pierre-Marc Jodoin. 2024 « What matters in reinforcement learning for tractography ». Medical Image Analysis vol. 93
- Yihang Wu, Christian Desrosiers, Ahmad Chaddad. 2024 « FACMIC: Federated Adaptative CLIP Model for Medical Image Classification ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 : 27th International Conference, Proceedings, Part XII (Marrakesh, Morocco, Oct. 06-10, 2024) Springer
- Fariba Azizmohammadi, Iñaki Navarro Castellanos, Joaquim Miró, Paul Segars, Ehsan Samei, Luc Duong. 2023 « Patient-specific cardio-respiratory motion prediction in x-ray angiography using LSTM networks ». Physics in Medicine and Biology vol. 68 , nº 2
- Farzad Beizaee, Michele Bona, Christian Desrosiers, Jose Dolz, Gregory Lodygensky. 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
- Farzad Beizaee, Christian Desrosiers, Gregory A. Lodygensky, Jose Dolz. 2023 « Harmonizing flows: Unsupervised MR harmonization based on normalizing flows ». Information Processing in Medical Imaging : 28th International Conference, IPMI : Proceedings (San Carlos de Bariloche, Argentina, June 18-23, 2023) Springer
- Ahmad Chaddad, Guina Tan, Xiaojuan Liang, Lama Hassan, Saima Rathore, Christian Desrosiers, Yousef Katib, Tamim Niazi. 2023 « Advancements in MRI-based radiomics and artificial intelligence for prostate cancer: A comprehensive review and future prospects ». Cancers vol. 15 , nº 15
- Hilary Cintia Djuikoua Wouafo, Julie Joncas, Marjolaine Roy-Beaudry, Soraya Barchi, Stefan Parent, Hubert Labelle, Luc Duong. 2023 « Automatic assessment of skeletal maturity in adolescent idiopathic scoliosis patients using support vector regression on deep features ». SPIE Medical Imaging 2023: Image Perception, Observer Performance, and Technology Assessment (San Diego, CA, USA, Feb. 19-24, 2023) SPIE
- Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert. 2023 « Active learning for medical image segmentation with stochastic batches ». Medical Image Analysis vol. 90
- Karthik Gopinath, Christian Desrosiers, Herve Lombaert. 2023 « Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation ». Medical Image Analysis vol. 90
- Gustavo A. Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Ismail Ben Ayed, Christian Desrosiers. 2023 « ClusT3: Information invariant test-time training ». IEEE/CVF International Conference on Computer Vision (ICCV) (Paris, France, Oct. 01-06, 2023) Institute of Electrical and Electronics Engineers Inc.
- Neda Heidarzadeh, Sylvie Ratté. 2023 « 'Eye-tracking' with words for Alzheimer's disease detection: Time alignment of words enunciation with image regions during image description tasks ». Journal of Alzheimer's Disease vol. 95 , nº 3. p. 855-868
- Pierre-Marc Jodoin, Nicolas Duchateau, Christian Desrosiers. 2023 « From machine learning to deep learning ». In AI and big data in cardiology: A practical guide. p. 35-56. Springer
- Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers. 2023 « Mixup-privacy: A simple yet effective approach for privacy-preserving segmentation ». Information Processing in Medical Imaging : 28th International Conference, IPMI : Proceedings (San Carlos de Bariloche, Argentina, June 18-23, 2023) Springer
- Marie-Eve Le Bouthillier, Lynne Hrynkiw, Alain Beauchamp, Luc Duong, Sylvie Ratté. 2023 « Automated detection of regions of interest in cartridge case images using deep learning ». Journal of Forensic Sciences vol. 68 , nº 6. p. 1958-1971
- Xuan Li, Christian Desrosiers, Xue Liu. 2023 « Deep neural forest for out-of-distribution detection of skin lesion images ». IEEE Journal of Biomedical and Health Informatics vol. 27 , nº 1. p. 157-165
- Yujie Li, Benying Tan, Shuxue Ding, Christian Desrosiers, Ahmad Chaddad. 2023 « Symmetry structured analysis sparse coding for key frame extraction ». Machine Learning for Cyber Security : 4th International Conference, ML4CS (Guangzhou, China, Dec. 02-04, 2022) Springer Science and Business Media
- Bingyuan Liu, Christian Desrosiers, Ismail Ben Ayed, Jose Dolz. 2023 « Segmentation with mixed supervision: Confidence maximization helps knowledge distillation ». Medical Image Analysis vol. 83
- Rémi Martin, Luc Duong. 2023 « Pixel-wise confidence estimation for segmentation in Bayesian Convolutional Neural Networks ». Machine Vision and Applications vol. 34 , nº 1
- Rémi Martin, Paul Segars, Ehsan Samei, Joaquim Miró, Luc Duong. 2023 « Unsupervised synthesis of realistic coronary artery X-ray angiogram ». International Journal of Computer Assisted Radiology and Surgery vol. 18 , nº 12. p. 2329-2338
- Nicolas Masse-Gignac, Salomon Flórez-Jiménez, Jean-Marc Mac-Thiong, Luc Duong. 2023 « Attention-gated U-Net networks for simultaneous axial/sagittal planes segmentation of injured spinal cords ». Journal of Applied Clinical Medical Physics vol. 24 , nº 10
- Djebril Mekhazni, Maximilien Dufau, Christian Desrosiers, Marco Pedersoli, Eric Granger. 2023 « Camera alignment and weighted contrastive learning for domain adaptation in video person ReID ». IEEE Winter Conference on Applications of Computer Vision, WACV (Waikoloa, HI, USA, Jan. 02-07, 2023) Institute of Electrical and Electronics Engineers Inc.
- David Osowiechi, Gustavo A. Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers. 2023 « TTTFlow: Unsupervised Test-Time Training with Normalizing Flow ». IEEE Winter Conference on Applications of Computer Vision, WACV (Waikoloa, HI, USA, Jan. 02-07, 2023) Institute of Electrical and Electronics Engineers Inc.
- Veronica Segarra-Faggioni, Sylvie Ratté, Frank De Jong. 2023 « Topic modelling for automatically identification of relevant concepts discussed in academic documents ». Information Technology and Systems ICITS (Cusco, Peru, Apr. 24-26, 2023) Springer Science and Business
- Christine Tremblay, Ali Mahmoudialami, Philippe Alain Ngani Sigue, Yinqing Pei, David Côté, David Boertjes, Dacian Demeter, Christian Desrosiers. 2023 « Detection and root cause analysis of performance degradation in optical networks using machine learning ». 49th European Conference on Optical Communications (ECOC) (Glasgow, Scotland, Oct. 01-05, 2023) Institute of Engineering and Technology
- Ping Wang, Jizong Peng, Marco Pedersoli, Yuan-Feng Zhou, Cai-Ming Zhang, Christian Desrosiers. 2023 « CAT: Constrained adversarial training for anatomically-plausible semi-supervised segmentation ». IEEE Transactions on Medical Imaging vol. 42 , nº 8. p. 2146-2161
- Ping Wang, Jizong Peng, Marco Pedersoli, Yuan-Feng Zhou, Cai-Ming Zhang, Christian Desrosiers. 2023 « Shape-aware joint distribution alignment for cross-domain image segmentation ». IEEE Transactions on Medical Imaging vol. 42 , nº 8. p. 2338-2347
- Somaiieh Yousefi, Hussein Chouman, Petar Djukic, Firouzeh Golaghazadeh, Christine Tremblay, Christian Desrosiers. 2023 « Forecasting lightpath quality of transmission and implementing uncertainty in the forecast models ». Journal of Lightwave Technology vol. 41 , nº 15. p. 4871-4881
- Arthur Agostini, Aude Castonguay-Henri, Sean-Philippe Viens, Jonathan Borduas, Luc Duong. 2022 « Reliability and accuracy of mobile 3D scanning technologies for the customization of respiratory face masks ». 13th 3DBODY.TECH Conference and Expo (Lugano, Switzerland, Oct. 25-26, 2022) Hometrica Consulting
- Sarah Amouri, Gerardo Tibamoso-Pedraza, Inaki Navarro-Castellanos, Marie-Josée Raboisson, Chantale Lapierre, Joaquim Miro, Luc Duong. 2022 « Characterization of blood-mimicking fluids for echocardiography imaging of ventricular septal defects ». International Journal of Computer Assisted Radiology and Surgery vol. 17 , nº 9. p. 1601-1609
- Fariba Azizmohammadi, Iñaki Navarro Castellanos, Joaquim Miró, Paul Segars, Ehsan Samei, Luc Duong. 2022 « Generative learning approach for radiation dose reduction in X-ray guided cardiac interventions ». Medical Physics vol. 49 , nº 6. p. 4071-4081
- Ahmad Chaddad, Paul Daniel, Mingli Zhang, Saima Rathore, Paul Sargos, Christian Desrosiers, Tamim Niazi. 2022 « Deep radiomic signature with immune cell markers predicts the survival of glioma patients ». Neurocomputing vol. 469. p. 366-375
- Ahmad Chaddad, Lama Hassan, Christian Desrosiers. 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. p. 3-11
- Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, William Wells, Matthew Toews. 2022 « Efficient pairwise neuroimage analysis using the soft jaccard index and 3D keypoint sets ». IEEE Transactions on Medical Imaging vol. 41 , nº 4. p. 836-845
- Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert. 2022 « TAAL: Test-time augmentation for active learning in medical image segmentation ». Data Augmentation, Labelling, and Imperfections : Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022 : Proceedings (Singapore, Singapore, Sept. 22, 2022) Springer
- Karthik Gopinath, Christian Desrosiers, Herve Lombaert. 2022 « Learnable pooling in graph convolutional networks for brain surface analysis ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 44 , nº 2. p. 864-876
- H. Kervadec, J. Dolz, J. Yuan, C. Desrosiers, E. Granger, I. Ben Ayed. 2022 « Constrained deep networks: Lagrangian optimization via Log-barrier extensions ». 30th European Signal Processing Conference (EUSIPCO) (Belgrade, Serbia, Aug. 29-Sept. 02, 2022) European Signal Processing Conference, EUSIPCO
- Koffi Kossi, Stéphane Coulombe, Christian Desrosiers, Ghyslain Gagnon. 2022 « No-reference video quality assessment using distortion learning and temporal attention ». IEEE Access vol. 10. p. 41010-41022
- Xuan Li, Christian Desrosiers, Xue Liu. 2022 « Symmetric contrastive loss for out-of-distribution skin lesion detection ». 19th IEEE International Symposium on Biomedical Imaging (ISBI) (Kolkata, India, Mar. 28-31, 2022) IEEE Computer Society
- Jinhua Liu, Zhiming Cui, Christian Desrosiers, Shuyi Lu, Yuanfeng Zhou. 2022 « Grayscale self-adjusting network with weak feature enhancement for 3D lumbar anatomy segmentation ». Medical Image Analysis vol. 81
- Jinhua Liu, Christian Desrosiers, Yuanfeng Zhou. 2022 « Semi-supervised medical image segmentation using cross-model pseudo-supervision with shape awareness and local context constraints ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 25th International Conference : Proceedings VIII (Singapore, Singapore, Sept. 18-22, 2022) Springer Science and Business Media Deutschland GmbH
- Athanasios N. Nikolakopoulos, Xia Ning, Christian Desrosiers, George Karypis. 2022 « Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems ». In Recommender systems handbook. p. 39-89. Springer US
- Yinqing Pei, David Côté, Philippe Alain Ngani Sigue, Ali Mahmoudialami, Christine Tremblay, Christian Desrosiers. 2022-10-18 « Identifying root causes of network service degradation ». Brevet américain US 11,477,070.
- Veronica Segarra-Faggioni, Sylvie Ratté, Frank De Jong. 2022 « Semantic similarity analysis between the student's reports with the authoritative sources ». ICETC : Proceedings of the 14th International Conference on Education Technology and Computers (Barcelona, Spain, Oct. 28-30, 2022) Association for Computing Machinery
- Hugo Taekens, Arthur Agostini, Loïc Degueldre, Bahe Hachem, Sean-Philippe Viens, Aude Castonguay-Henri, Jonathan Borduas, Luc Duong. 2022 « Personalized fitting of respiratory mask using 3D numerical simulation and finite element analysis ». 13th 3DBODY.TECH Conference and Expo (Lugano, Switzerland, Oct. 25-26, 2022) Hometrica Consulting
- Gerardo Tibamoso-Pedraza, Sarah Amouri, Victor Molina, Inaki Navarro, Marie-Josée Raboisson, Joaquim Miro, Chantale Lapierre, Sylvie Ratté, Luc Duong. 2022 « Navigation guidance for ventricular septal defect closure in heart phantoms ». International Journal of Computer Assisted Radiology and Surgery vol. 17 , nº 10. p. 1947-1956
- Gerardo Tibamoso-Pedraza, Iñaki Navarro, Patrice Dion, Marie-Josée Raboisson, Chantale Lapierre, Joaquim Miró, Sylvie Ratté, Luc Duong. 2022 « Design of heart phantoms for ultrasound imaging of ventricular septal defects ». International Journal of Computer Assisted Radiology and Surgery vol. 17 , nº 1. p. 177-184
- M. Yazdanpanah, A. A. Rahman, M. Chaudhary, C. Desrosiers, M. Havaei, E. Belilovsky, S. E. Kahou. 2022 « Revisiting learnable affines for batch norm in few-shot transfer learning ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (New Orleans, LA, USA, June 18-24, 2022) IEEE
- Bashar B. A. Abdallah, Ammar A. A. Abdallah, Sylvie S. R. Ratte. 2021 « Detecting depression in Alzheimer and MCI using artificial neural networks (ANN) ». 3rd International Conference on Data Science, E-Learning and Information Systems (DATA) (Petra, Jordan, Apr. 05-07, 2021) Association for Computing Machinery
- Bashar Abdallah-Qasaimeh, Sylvie Ratté. 2021 « Detecting depression in Alzheimer’s disease and MCI by speech analysis ». Journal of Theoretical and Applied Information Technology vol. 99 , nº 5. p. 1162-1171
- Atefeh Abdolmanafi, Luc Duong, Ragui Ibrahim, Nagib Dahdah. 2021 « A deep learning-based model for characterization of atherosclerotic plaque in coronary arteries using optical coherence tomography images ». Medical Physics vol. 48 , nº 7. p. 3511-3524
- Atefeh Abdolmanafi, Luc Duong, Ragui Ibrahim, Nagib Dahdah. 2021 « Intravascular imaging of coronary artery: Bridging the gap between clinical needs and technical advances ». Medical Engineering and Physics vol. 96. p. 71-80
- Frédéric Abiven, Sylvie Ratté. 2021 « Multilingual automation of transcript preprocessing in Alzheimer's disease detection ». Alzheimer's and Dementia: Translational Research and Clinical Interventions vol. 7 , nº 1
- Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert. 2021 « Manifold-aware CycleGAN for high-resolution structural-to-DTI synthesis ». Computational Diffusion MRI : International MICCAI Workshop 2020 (Lima, Peru - En ligne, Oct. 08, 2020) Springer Science and Business Media
- Ahmad Chaddad, Lama Hassan, Christian Desrosiers. 2021 « Deep CNN models for predicting COVID-19 in CT and X-ray images ». Journal of Medical Imaging vol. 8 , nº suppl. 1
- Ahmad Chaddad, Jiali Li, Qizong Lu, Yujie Li, Idowu Paul Okuwobi, Camel Tanougast, Christian Desrosiers, Tamim Niazi. 2021 « Can autism be diagnosed with artificial intelligence? A narrative review ». Diagnostics vol. 11 , nº 11
- Ahmad Chaddad, Paul Sargos, Christian Desrosiers. 2021 « Modeling texture in deep 3D CNN for survival analysis ». IEEE Journal of Biomedical and Health Informatics vol. 25 , nº 7. p. 2454-2462
- Hussein Chouman, Petar Djukic, Christine Tremblay, Christian Desrosiers. 2021 « Forecasting lightpath QoT with deep neural networks ». Optical Fiber Communications Conference and Exhibition (OFC) - Proceedings (San Francisco, CA, USA, June 06-10, 2021) IEEE
- Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert. 2021 « Realistic image normalization for multi-Domain segmentation ». Medical Image Analysis vol. 74
- Jose Dolz, Christian Desrosiers, Ismail Ben Ayed. 2021 « Teach me to segment with mixed supervision: Confident students become masters ». 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) Springer
- Karthik Gopinath, Christian Desrosiers, Herve Lombaert. 2021 « SegRecon : Learning joint brain surface reconstruction and segmentation from images ». 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) Springer Science and Business Media
- Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, José Dolz, Ismail Ben Ayed. 2021 « Boundary loss for highly unbalanced segmentation ». Medical Image Analysis vol. 67
- Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin. 2021 « Privacy preserving for medical image analysis via non-linear deformation proxy ». 32nd British Machine Vision Conference, BMVC (Online, Nov. 22-25, 2021) British Machine Vision Association, BMVA
- Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers. 2021 « Privacy-net: An adversarial approach for identity-obfuscated segmentation of medical images ». IEEE Transactions on Medical Imaging vol. 40 , nº 7. p. 1737-1749
- Eddie Magnide, Georges Wona Tchaha, Julie Joncas, Christian Bellefleur, Soraya Barchi, Marjolaine Roy-Beaudry, Stefan Parent, Guy Grimard, Hubert Labelle, Luc Duong. 2021 « Automatic bone maturity grading from EOS radiographs in Adolescent Idiopathic Scoliosis ». Computers in Biology and Medicine vol. 136
- Jie Mei, Christian Desrosiers, Johannes Frasnelli. 2021 « Machine learning for the diagnosis of parkinson's disease: A review of literature ». Frontiers in Aging Neuroscience vol. 13
- Jie Mei, Cecilia Tremblay, Nikola Stikov, Christian Desrosiers, Johannes Frasnelli. 2021 « Differentiation of Parkinson's disease and non-Parkinsonian olfactory dysfunction with structural MRI data ». Medical Imaging : Image Processing : Progress in Biomedical Optics and Imaging (En ligne, Feb. 15-19, 2021) SPIE
- Jizong Peng, Ping Wang, Christian Desrosiers, Marco Pedersoli. 2021 « Self-paced contrastive learning for semi-supervised medical image segmentation with meta-labels ». Advances in Neural Information Processing Systems 34 (NeurIPS 2021) (En ligne, Dec. 06-14, 2021) Neural information processing systems foundation
- Renzo Phellan, Bahe Hachem, Julien Clin, Jean-Marc Mac-Thiong, Luc Duong. 2021 « Real-time biomechanics using the finite element method and machine learning: Review and perspective ». Medical Physics vol. 48 , nº 1. p. 7-18
- Antoine Theberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin. 2021 « Track-to-Learn: A general framework for tractography with deep reinforcement learning ». Medical Image Analysis vol. 72
- Luc Trudeau, Stéphane Coulombe, Christian Desrosiers. 2021-03-09 « Methods and systems for determining motion vectors in a motion estimation process of a video encoder ». Brevet américain US 10,944,986.
- Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers. 2021 « Context-aware virtual adversarial training for anatomically-plausible segmentation ». 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) Springer Science and Business Media Deutschland GmbH
- Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers. 2021 « Self-paced and self-consistent co-training for semi-supervised image segmentation ». Medical Image Analysis vol. 73
- Guangshun Wei, Long Ma, Chen Wang, Christian Desrosiers, YuanFeng Zhou. 2021 « Multi-task joint learning of 3D keypoint saliency and correspondence estimation ». Computer-Aided Design vol. 141
- Banti Laure Mathilde Yaméogo, Douglas W. Charlton, David Doucet, Christian Desrosiers, Maurice O' Sullivan, Christine Tremblay. 2021-01-25 « Detecting Performance Degradation in Fiber-Optic Cables ». Substance ÉTS
- Banti Laure Mathilde Yaméogo, Douglas W. Charlton, David Doucet, Christian Desrosiers, Maurice O' Sullivan, Christine Tremblay. 2021-01-25 « Détection de dégradations de performance dans les câbles de fibre optique ». Substance ÉTS
- Atefeh Abdolmanafi, Farida Cheriet, Luc Duong, Ragui Ibrahim, Nagib Dahdah. 2020 « An automatic diagnostic system of coronary artery lesions in Kawasaki disease using intravascular optical coherence tomography imaging ». Journal of Biophotonics vol. 13 , nº 1
- A. Chaddad, M. Zhang, C. Desrosiers, T. Niazi. 2020 « Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma ». 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) Springer
- Ahmad Chaddad, Michael J. Kucharczyk, Christian Desrosiers, Idowu Paul Okuwobi, Yousef Katib, Mingli Zhang, Saima Rathore, Paul Sargos, Tamim Niazi. 2020 « Deep radiomic analysis to predict gleason score in prostate cancer ». IEEE Access vol. 8. p. 167767-167778
- Laurent Chauvin, Kuldeep Kumar, Christian Wachinger, Marc Vangel, Jacques de Guise, Christian Desrosiers, William Wells, Matthew Toews. 2020 « Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives ». NeuroImage vol. 204
- Colin Decourt, Luc Duong. 2020 « Semi-supervised generative adversarial networks for the segmentation of the left ventricle in pediatric MRI ». Computers in Biology and Medicine vol. 123
- Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Hervé Lombaert. 2020 « Adversarial normalization for multi domain image segmentation ». IEEE 17th International Symposium on Biomedical Imaging (ISBI) (Iowa City, IA, USA, Apr. 03-07, 2020) IEEE
- Jose Dolz, Christian Desrosiers, Li Wang, Jing Yuan, Dinggang Shen, Ismail Ben Ayed. 2020 « Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation ». Computerized Medical Imaging and Graphics vol. 79
- Edgar Garcia-Cano, Fernando Arambula Cosio, Fabian Torres Robles, Zian Fanti, Christian Bellefleur, Julie Joncas, Hubert Labelle, Luc Duong. 2020 « A freehand ultrasound framework for spine assessment in 3D: A preliminary study ». 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC) (Montreal, QC, Canada, July 20-24, 2020) Institute of Electrical and Electronics Engineers Inc.
- Firouzeh Golaghazadeh, Petar Djukic, Christine Tremblay, Christian Desrosiers. 2020 « Forecasting SNR margins has low-complexity ». 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
- Karthik Gopinath, Christian Desrosiers, Hervé Lombaert. 2020 « Graph domain adaptation for alignment-invariant brain surface segmentation ». 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) Springer
- Jin-Gong Jia, Yuan-Feng Zhou, Xing-Wei Hao, Feng Li, Christian Desrosiers, Cai-Ming Zhang. 2020 « Two-stream temporal convolutional networks for skeleton-based human action recognition ». Journal of Computer Science and Technology vol. 35 , nº 3. p. 538-550
- Houda Kaddioui, Luc Duong, Julie Joncas, Christian Bellefleur, Imad Nahle, Olivier Chémaly, Marie-Lyne Nault, Stefan Parent, Guy Grimard, Hubert Labelle. 2020 « Convolutional neural networks for automatic risser stage assessment ». Radiology: Artificial Intelligence vol. 2 , nº 3
- Kaveh Kamali, Ali Akbar Akbari, Christian Desrosiers, Alireza Akbarzadeh, Martin J. D. Otis, Johannes C. Ayena. 2020 « Low-rank and sparse recovery of human gait data ». Sensors vol. 20 , nº 16
- Kaveh Kamali, Ilian A. Bonev, Christian Desrosiers. 2020 « Real-time motion planning for robotic teleoperation using dynamic-goal deep reinforcement learning ». 17th Conference on Computer and Robot Vision (CRV) (Ottawa, ON, Canada, May 13, 2020 - May 15, 2020) Institute of Electrical and Electronics Engineers Inc.
- Xuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu. 2020 « Out-of-distribution detection for skin lesion images with deep isolation forest ». Machine Learning in Medical Imaging : 11th International Workshop, MLMI, , Held in Conjunction with MICCAI 2020 : Proceedings (Lima, Peru, Oct. 04, 2020) Springer
- Jinhua Liu, Christian Desrosiers, Yuanfeng Zhou. 2020 « Att-MoE: Attention-based Mixture of Experts for nuclear and cytoplasmic segmentation ». Neurocomputing vol. 411. p. 139-148
- Ameni Mezni, Douglas W. Charlton, Christine Tremblay, Christian Desrosiers. 2020 « Deep learning for multi-step performance prediction in operational optical networks ». Conference on Lasers and Electro-Optics (CLEO) (San Jose, CA, USA, May 10-15, 2020) IEEE
- Jizong Peng, Guillermo Estrada, Marco Pedersoli, Christian Desrosiers. 2020 « Deep co-training for semi-supervised image segmentation ». Pattern Recognition vol. 107
- Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers. 2020 « Discretely-constrained deep network for weakly supervised segmentation ». Neural Networks vol. 130. p. 297-308
- Jizong Peng, Marco Pedersoli, Christian Desrosiers. 2020 « Mutual information deep regularization for semi-supervised segmentation ». Proceedings of the Third Conference on Medical Imaging with Deep Learning (Montreal, QC, Canada, July 06-08, 2020) PMLR
- He Ran, Karthik Gopinath, Christian Desrosiers, Herve Lombaert. 2020 « Spectral graph transformer networks for brain surface parcellation ». IEEE 17th International Symposium on Biomedical Imaging (ISBI) (Iowa City, IA, USA, Apr. 03-07, 2020) IEEE
- Ruth Reátegui, Sylvie Ratté, Estefanía Bautista-Valarezo, J. F. Beltran-Valdivieso. 2020 « A network-based analysis of medical information extracted from electronic medical records ». XLVI Latin American Computing Conference (CLEI) (Loja, Ecuador, Oct. 19-23, 2020) IEEE
- Veronica Segarra-Faggioni, Sylvie Ratté. 2020 « Computer-based classification of student's report ». 12th International Conference on Education Technology and Computers (ICETC) (London, UK, Oct. 23-26, 2020) Association for Computing Machinery
- Luc Trudeau, Stéphane Coulombe, Christian Desrosiers. 2020 « Multi-level rate-constrained successive elimination algorithm tailored to suboptimal motion estimation in HEVC ». Signal Processing: Image Communication vol. 81
- Banti Laure M. Yaméogo, Douglas W. Charlton, David Doucet, Christian Desrosiers, Maurice O' Sullivan, Christine Tremblay. 2020 « Trends in optical span loss detected using the time series decomposition method ». Journal of Lightwave Technology vol. 38 , nº 18. p. 5026-5035
- Mingli Zhang, Christian Desrosiers, Yuhong Guo, Budhachandra Khundrakpam, Noor Al-Sharif, Greg Kiar, Pedro Valdes-Sosa, Jean-Baptiste Poline, Alan Evans. 2020 « Brain status modeling with non-negative projective dictionary learning ». NeuroImage vol. 206
- Atefeh Abdolmanafi, Luc Duong, Farida Cheriet, Nagib S. Dahdah. 2019 « Intra-slice motion correction of intravascular OCT images using deep features ». IEEE Journal of Biomedical and Health Informatics vol. 23 , nº 3. p. 931-941
- Atefeh Abdolmanafi, Luc Duong, Nagib Dahdah. 2019 « An automatic diagnostic system of coronary artery lesions using OCT imaging ». Communication lors de la conférence : Transcatheter Cardiovascular Therapeutics 2019 (TCT) (San Francisco, CA, USA, Sept. 25-29, 2019)
- Fariba Azizmohammadi, Rémi Martin, Joaquim Miro, Luc Duong. 2019 « Model-free cardiorespiratory motion prediction from X-ray angiography sequence with LSTM network ». 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (Berlin, Germany, July 23-27, 2019) IEEE
- Fodil Belghait, Alain April, Pavel Hamet, Johanne Tremblay, Christian Desrosiers. 2019 « A large-scale and extensible platform for precision medicine research ». 9th International Conference on Digital Public Health (DPH) (Marseille, France, Nov. 20-23, 2019) Association for Computing Machinery
- Ismail Ben Ayed, Christian Desrosiers, Jose Dolz. 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)
- Ahmad Chaddad, Paul Daniel, Christian Desrosiers, Matthew Toews, Bassam Abdulkarim. 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. p. 795-804
- Ahmad Chaddad, Paul Daniel, Siham Sabri, Christian Desrosiers, Bassam Abdulkarim. 2019 « Integration of radiomic and multi-omic analyses predicts survival of newly diagnosed IDH1 wild-type glioblastoma ». Cancers vol. 11 , nº 8
- Ahmad Chaddad, Christian Desrosiers, Bassam Abdulkarim, Tamim Niazi. 2019 « Predicting the gene status and survival outcome of lower grade glioma patients with multimodal MRI features ». IEEE Access vol. 7. p. 75976-75984
- Ahmad Chaddad, Matthew Toews, Christian Desrosiers, Tamim Niazi. 2019 « Deep radiomic analysis based on modeling information flow in convolutional neural networks ». IEEE Access vol. 7. p. 97242-97252
- Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, Jacques De Guise, William Wells, Matthew Toews. 2019 « Analyzing brain morphology on the bag-of-features manifold ». Information Processing in Medical Imaging : 26th International Conference, IPMI : Proceedings (Hong Kong, China, June 02-07, 2019) Springer Verlag
- Jing Dong Cheng, Qiu Le Sun, Jian Xin Zhang, Christian Desrosiers, Bin Liu, Jian Lu, Qiang Zhang. 2019 « Deep high-order supervised hashing ». Optik vol. 180. p. 847-857
- Jose Dolz, Ismail Ben Ayed, Christian Desrosiers. 2019 « Dense multi-path U-Net for ischemic stroke lesion segmentation in multiple image modalities ». 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) Springer
- Jose Dolz, Christian Desrosiers, Ismail Ben Ayed. 2019 « IVD-Net: intervertebral disc localization and segmentation in MRI with a multi-modal UNet ». 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) Springer Verlag
- Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed. 2019 « HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation ». IEEE Transactions on Medical Imaging vol. 38 , nº 5. p. 1116-1126
- Karthik Gopinath, Christian Desrosiers, Herve Lombaert. 2019 « Adaptive graph convolution pooling for brain surface analysis ». Information Processing in Medical Imaging : 26th International Conference, IPMI : Proceedings (Hong Kong, China, June 02-07, 2019) Springer Verlag
- Karthik Gopinath, Christian Desrosiers, Herve Lombaert. 2019 « Graph convolutions on spectral embeddings for cortical surface parcellation ». Medical Image Analysis vol. 54. p. 297-305
- Lina Gundelwein, Joaquim Miro, Fransisco Gonzalez Barlatay, Chantale Lapierre, Karl Rohr, Luc Duong. 2019-03-26 « Concevoir les stents de demain pour les cardiopathies congénitales ». Substance ÉTS
- Lina Gundelwein, Joaquim Miro, Fransisco Gonzalez Barlatay, Chantale Lapierre, Karl Rohr, Luc Duong. 2019-03-26 « Planning the next generation of stents for congenital heart defects ». Substance ÉTS
- Liao Hongen, S. Balocco, Wang Guijin, Zhang Feng, Liu Yongpan, Ding Zijian, Luc Duong, R. Phellan, G. Zahnd, K. Breininger, S. Albarqouni, S. Moriconi, S. L. Lee, S. Demirci. 2019 « Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting. First International Workshop, MLMECH 2019 and 8th Joint International Workshop, CVII-STENT 2019. Held in Conjunction with MICCAI 2019. Proceedings ». Cham, Switzerland : Springer International Publishing. 212 p.
- Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed. 2019 « Boundary loss for highly unbalanced segmentation ». 2nd International Conference on Medical Imaging with Deep Learning (MIDL) (London, England, July 08-10, 2019) PMLR
- Kuldeep Kumar, Kaleem Siddiqi, Christian Desrosiers. 2019 « White matter fiber analysis using kernel dictionary learning and sparsity priors ». Pattern Recognition vol. 95. p. 83-95
- Rémi Martin, Joaquim Miro, Luc Duong. 2019 « Epistemic uncertainty modeling for vessel segmentation ». 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Berlin, Germany, July 23-27, 2019) IEEE
- Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet. 2019 « Word spotting and recognition via a joint deep embedding of image and text ». Pattern Recognition vol. 88. p. 312-320
- Sylvie Ratté. 2019 « Looking under the hood of Artificial Intelligence: About cookies, blood, language, and some mathematics ». 25th Conference on Applications of Computer Algebra (ACA) : Program (Montreal, QC, Canada, July 16-20, 2019) École de technologie supérieure
- Ruth Reátegui, Sylvie Ratté. 2019 « Analysis of medical documents with text mining and association rule mining ». International Conference on Information Technology and Systems : Proceedings of ICITS (Quito, Ecuador, Feb. 6-8, 2019) Springer Verlag
- Ruth Reátegui, Sylvie Ratté, Estefanía Bautista-Valarezo, Víctor Duque. 2019 « Cluster analysis of obesity disease based on comorbidities extracted from clinical notes ». Journal of Medical Systems vol. 43 , nº 3
- Oleksandra Tmenova, Rémi Martin, Luc Duong. 2019 « CycleGAN for style transfer in X-ray angiography ». International Journal of Computer Assisted Radiology and Surgery vol. 14 , nº 10. p. 1785-1794
- Nicolas Tremblay, Kaveh Kamali, Philippe Cardou, Christian Desrosiers, Marc Gouttefarde, Martin J.-D. Otis. 2019 « Eye-on-hand calibration method for cable-driven parallel robots ». Cable-Driven Parallel Robots: 4th International Conference on Cable-Driven Parallel Robots (Krakow, Poland, June 30-July 04, 2019) Springer Netherlands
- Erick Velazquez-Godinez, Sylvie Ratté, Frank De Jong. 2019 « Evaluating the coverage of syllabus terminology in student's dissertations ». Proceedings of EdMedia + Innovate Learning (Amsterdam, Netherlands, June 24, 2019) Association for the Advancement of Computing in Education
- 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. 2019 « Benchmark on automatic six-month-old infant brain segmentation algorithms: the iSeg-2017 challenge ». IEEE Transactions on Medical Imaging vol. 38 , nº 9. p. 2219-2230
- Mingli Zhang, Christian Desrosiers. 2019 « High-quality image restoration using low-rank patch regularization and global structure sparsity ». IEEE Transactions on Image Processing vol. 28 , nº 2. p. 868-879
- Atefeh Abdolmanafi, Luc Duong. 2018 « Characterization of coronary artery tissues in Kawasaki Disease using Optical Coherence Tomography (OCT) imaging ». Communication lors de la conférence : 12th International Kawasaki Disease Symposium (Yokohama, Japan, June 12-15, 2018)
- Atefeh Abdolmanafi, Luc Duong, Nagib Dahdah, Ibrahim Ragui Adib, Farida Cheriet. 2018 « Characterization of coronary artery pathological formations from OCT imaging using deep learning ». Biomedical Optics Express vol. 9 , nº 10. p. 4936-4960
- Luana Batista, Sylvie Ratté. 2018 « Multi-classifier System for Sentiment Analysis and Opinion Mining ». In Encyclopedia of Social Network Analysis and Mining. p. 1399-1407. Springer
- 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. 2018 « Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images ». NeuroImage vol. 183. p. 150-172
- Ahmad Chaddad, Christian Desrosiers, Tamim Niazi. 2018 « Deep radiomic analysis of MRI related to Alzheimer's disease ». IEEE Access vol. 6. p. 58213-58221
- Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, Jacques de Guise, Matthew Toews. 2018 « Diffusion Orientation Histograms (DOH) for diffusion weighted image analysis ». Computational Diffusion MRI : MICCAI Workshop, Québec, Canada, September 2017 (Montreal, QC, Canada, Sept. 10, 2017) Springer International Publishing
- Jose Dolz, Ismail Ben Ayed, Yuan Jing, Christian Desrosiers. 2018 « Isointense infant brain segmentation with a hyper-dense connected convolutional neural network ». IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) (Washington, DC, USA, Apr. 04-07, 2018) IEEE
- Jose Dolz, Christian Desrosiers, Ismail Ben Ayed. 2018 « 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study ». NeuroImage vol. 170. p. 456-470
- Jose Dolz, Xiaopan Xu, Jérôme Rony, Jing Yuan, Yang Liu, Éric Granger, Christian Desrosiers, Xi Zhang, Ismail Ben Ayed, Hongbing Lu. 2018 « Multiregion segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks ». Medical Physics vol. 45 , nº 12. p. 5482-5493
- Edgar Garcia Cano, Fernando Arambula, Luc Duong, Christian Bellefleur, Marjolaine Roy Beaudry, Julien Joncas, Stephan Parent. 2018-11-19 « Classification dynamique de courbes vertébrales anormales ». Substance ÉTS
- Edgar Garcia Cano, Fernando Arambula, Luc Duong, Christian Bellefleur, Marjolaine Roy Beaudry, Julien Joncas, Stephan Parent. 2018-11-19 « Dynamic Classification of Abnormal Spinal Curves ». Substance ÉTS
- Edgar Garcia-Cano, Fernando Arambula Cosio, Luc Duong, Christian Bellefleur, Marjolaine Roy-Beaudry, Julie Joncas, Stefan Parent, Hubert Labelle. 2018 « Dynamic ensemble selection of learner-descriptor classifiers to assess curve types in adolescent idiopathic scoliosis ». Medical and Biological Engineering and Computing vol. 56 , nº 12. p. 2221-2231
- Edgar Garcia-Cano, Fernando Arambula Cosio, Luc Duong, Christian Bellefleur, Marjolaine Roy-Beaudry, Julie Joncas, Stefan Parent, Hubert Labelle. 2018 « Prediction of spinal curve progression in adolescent idiopathic scoliosis using random forest regression ». Computers in Biology and Medicine vol. 103. p. 34-43
- L. Gundelwein, J. Miró, F. Gonzalez Barlatay, C. Lapierre, K. Rohr, L. Duong. 2018 « Personalized stent design for congenital heart defects using pulsatile blood flow simulations ». Journal of Biomechanics vol. 81. p. 68-75
- Laura Hernandez-Dominguez, Sylvie Ratté, Gerardo Sierra, Andres Roche-Bergua. 2018-11-27 « Automatic Detection of Alzheimer’s from Picture Descriptions ». Substance ÉTS
- Laura Hernandez-Dominguez, Sylvie Ratté, Gerardo Sierra, Andres Roche-Bergua. 2018-11-27 « Détection automatique de l’Alzheimer par description d’image ». Substance ÉTS
- L. Hernández-Domínguez, S. Ratté, G. Sierra-Martínez, A. G. Roche-Bergua, J. Jiménez-Genchi. 2018 « El Proyecto Cécilia: estudios del lenguaje en pacientes con demencia tipo Alzheimer ». In Psicogeriatría: Temas Selectos. : Modulo III. p. 353-364. Academia Mexicana de Patología Dual
- Laura Hernández-Domínguez, Sylvie Ratté, Gerardo Sierra-Martínez, Andrés Roche-Bergua. 2018 « Computer-based evaluation of Alzheimer's disease and mild cognitive impairment patients during a picture description task ». Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring vol. 10. p. 260-268
- Kuldeep Kumar, Laurent Chauvin, Matthew Toews, Olivier Colliot, Christian Desrosiers. 2018 « Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI ». Computational Diffusion MRI : MICCAI Workshop, Québec, Canada, September 2017 (Québec, QC, Canada, 10 sept. 2017) Springer International Publishing
- Kuldeep Kumar, Matthew Toews, Laurent Chauvin, Olivier Colliot, Christian Desrosiers. 2018 « Multi-modal brain fingerprinting: A manifold approximation based framework ». NeuroImage vol. 183. p. 212-226
- Prasun Lala, Félix Langevin Harnois, Ghizlane El Boussaidi, Christian Desrosiers, Catherine Laporte. 2018 « Providing sustainable scientific writing support for graduate engineering students by creating a local scientific learning community ». 2018 ASEE Annual Conference & Exposition (Salt Lake City, UT, USA, June 24-27, 2018) American Society for Engineering Education
- Prasun Lala, Félix Langevin Harnois, Ghizlane El Boussaidi, Christian Desrosiers, Catherine Laporte. 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)
- Félix Langevin Harnois, Jerome Harrison, Prasun Lala, Ghizlane El Boussaidi, Christian Desrosiers, Catherine Laporte. 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)
- Félix Langevin Harnois, Jerome Harrison, Prasun Lala, Ghizlane El Boussaidi, Christian Desrosiers, Catherine Laporte. 2018 « Promoting good scientific communication habits by leveraging the community of practice within a single research group ». 2018 ASEE Annual Conference & Exposition (Salt Lake City, UT, USA, June 24-27, 2018) American Society for Engineering Education
- Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet. 2018 « Hierarchical representation learning using spherical k-means for segmentation-free word spotting ». Pattern Recognition Letters vol. 101. p. 52-59
- Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet. 2018 « Convolutional pyramid of bidirectional character sequences for the recognition of handwritten words ». Pattern Recognition Letters vol. 111. p. 87-93
- Zhang Mingli, Christian Desrosiers, Guo Yuhong, Zhang Caiming, Budhachandra Khundrakpam, Alan Evans. 2018 « Brain status prediction with non-negative projective dictionary learning ». Machine Learning in Medical Imaging. 9th International Workshop (MLMI 2018) held in conjunction with MICCAI 2018, 16 Sept. 2018 (Granada, Spain, Sept. 16, 2018) Springer International Publishing
- Pierre André Ménard, Sylvie Ratté, Geneviève Parent, Franck Barbedor. 2018 « Manual and automatic annotation of meeting reports with young offenders for quality assessment of interventions ». Proceedings of the Workshop on Annotation in Digital Humanities (annDH 2018) (Sofia, Bulgaria, Aug. 06-10, 2018) CEUR-WS
- Jizong Peng, Christian Desrosiers, Marco Pedersoli. 2018 « DC-SegNet: a discretely constrained deep network for weakly supervised segmentation ». 32nd Conference on Neural Information Processing Systems (NIPS 2018) - Medical Imaging Meets NIPS Workshop (MED-NEURIPS 2018) (Montreal, QC, Canada, Dec. 08, 2018)
- Ruth Reategui, Sylvie Ratte. 2018 « Automatic extraction and aggregation of diseases from clinical notes ». International Conference on Information Technology and Systems (ICITS18) (Libertad city, Ecuador, Jan. 11-13, 2017) Springer Verlag
- Ruth Reátegui, Sylvie Ratté. 2018 « Comparison of MetaMap and cTAKES for entity extraction in clinical notes ». BMC Medical Informatics and Decision Making vol. 18 , nº supp. 3
- Ruth Reátegui, Sylvie Ratté, Estefanía Bautista-Valarezo, Victor Duque. 2018 « Obesity cohorts based on comorbidities extracted from clinical notes ». WorldCIST'18 : World Conference on Information Systems and Technologies : Trends and Advances in Information Systems and Technologies (Naples, Italy, Mar. 27-29, 2018) Springer
- Luc Normand Trudeau, Stephane Coulombe, Christian Desrosiers. 2018-06-26 « Method and system for rate-constrained search ordering ». Brevet américain US 10,009,626.
- Luc Trudeau, Stéphane Coulombe, Christian Desrosiers. 2018 « Cost-based search ordering for rate-constrained motion estimation applied to HEVC ». IEEE Transactions on Broadcasting vol. 64 , nº 4. p. 922-932
- Mingli Zhang, Christian Desrosiers. 2018 « Structure preserving image denoising based on low-rank reconstruction and gradient histograms ». Computer Vision and Image Understanding vol. 171. p. 48-60
- Mingli Zhang, Christian Desrosiers, Caiming Zhang. 2018 « Atlas-based reconstruction of high performance brain MR data ». Pattern Recognition vol. 76. p. 549-559
- Raphaël Zumer, Sylvie Ratté. 2018 « Color-independent classification of animation video ». International Journal of Multimedia Information Retrieval vol. 7 , nº 3. p. 187-196
- Atefeh Abdolmanafi, Luc Duong, Nagib Dahdah, Farida Cheriet. 2017 « Deep feature learning for automatic tissue classification of coronary artery using optical coherence tomography ». Biomedical Optics Express vol. 8 , nº 2. p. 1203-1220
- Otilia Alejandro Molina, Sylvie Ratté. 2017 « Students and teacher academic evaluation perceptions: Methodology to construct a representation based on actionable knowledge discovery framework ». Education and Information Technologies vol. 22 , nº 3. p. 1043-1066
- Eya Barkallah, Johan Freulard, Martin J. D. Otis, Suzy Ngomo, Johannes C. Ayena, Christian Desrosiers. 2017 « Wearable devices for classification of inadequate posture at work using neural networks ». Sensors vol. 17 , nº 9
- Jorge Cardoso, Tal Arbel, Su-Lin Lee, Veronika Cheplygina, Simone Balocco, Diana Mateus, Guillaume Zahnd, Lena Maeir-Hein, Stefanie Demirci, Éric Granger, Luc Duong, Marc-André Carbonneau, Shadi Albarqouni, Gustavo%I Springer Carneiro. 2017 « Intravascular imaging and computer assisted stenting, and large-scale annotation of biomedical data and expert label synthesis : 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017 : Proceedings ». 166 p.
- Ahmad Chaddad, Christian Desrosiers, Lama Hassan, Camel Tanougast. 2017 « Hippocampus and amygdala radiomic biomarkers for the study of autism spectrum disorder ». BMC Neuroscience vol. 18 , nº 1
- Ahmad Chaddad, Christian Desrosiers, Matthew Toews. 2017 « Multi-scale radiomic analysis of sub-cortical regions in MRI related to autism, gender and age ». Scientific Reports vol. 7
- Ahmad Chaddad, Christian Desrosiers, Matthew Toews, Bassam Abdulkarim. 2017 « Predicting survival time of lung cancer patients using radiomic analysis ». Oncotarget vol. 8 , nº 61. p. 104393-104407
- Jose Dolz, Ismail Ben Ayed, Christian Desrosiers. 2017 « DOPE: distributed optimization for pairwise energies ». IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Honolulu, HI, USA, July 21-26, 2017) IEEE Computer Society
- Jose Dolz, Ismail Ben Ayed, Christian Desrosiers. 2017 « Unbiased shape compactness for segmentation ». 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) Springer Verlag
- Tobias Fechter, Sonja Adebahr, Dimos Baltas, Ismail Ben Ayed, Christian Desrosiers, Jose Dolz. 2017 « Esophagus segmentation in CT via 3D fully convolutional neural network and random walk ». Medical Physics vol. 44 , nº 12. p. 6341-6352
- Hawraa Haj-Hassan, Ahmad Chaddad, Youssef Harkouss, Christian Desrosiers, Matthew Toews, Camel Tanougast. 2017 « Classifications of multispectral colorectal cancer tissues using convolution neural network ». Journal of Pathology Informatics vol. 8 , nº 1
- H. Kaddioui, J. Joncas, C. Bellefleur, G. Grimard, H. Labelle, L. Duong. 2017 « Automatic assessment of the risser grade from x-ray images ». Communication lors de la conférence : Réunion Annuelle de la Société de la Scoliose du Québec (Charlevoix, QC, Canada, 19-21 oct. 2017)
- Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi, Olivier Colliot, Matthew Toews. 2017 « Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis ». NeuroImage vol. 158. p. 242-259
- Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi, Olivier Colliot, Matthew Toews. 2017-11-14 « Fiberprint: Human Brain Wiring Shows Unique Fingerprint ». Substance ÉTS
- Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi, Olivier Colliot, Matthew Toews. 2017-11-14 « L’empreinte cérébrale : une image des connexions du cerveau ». Substance ÉTS
- Kuldeep Kumar, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, Christian Desrosiers. 2017 « White matter fiber segmentation using functional varifolds ». 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) Springer
- Remi Martin, Etienne Vachon, Joaquim Miro, Luc Duong. 2017 « 3D reconstruction of vascular structures using graph-based voxel coloring ». 14th IEEE International Symposium on Biomedical Imaging (ISBI) (Melbourne, VIC, Australia, Apr. 18-21, 2017) IEEE Computer Society
- Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet. 2017 « Footnote-based document image classification using 1D convolutional neural networks and histograms ». Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Montreal, QC, Canada, Nov. 28 - Dec. 01, 2017) IEEE
- Mohamed Mhiri, Mohamed Cheriet, Christian Desrosiers. 2017 « Query-by-example word spotting using multiscale features and classification in the space of representation differences ». IEEE International Conference on Image Processing (ICIP) (Beijing, China, Sept. 17-20, 2017) IEEE
- Faten M’hiri, Luc Duong, Christian Desrosiers, Nagib Dahdah, Joaquim Miró, Mohamed Cheriet. 2017 « Automatic evaluation of vessel diameter variation from 2D X-ray angiography ». International Journal of Computer Assisted Radiology and Surgery vol. 12 , nº 11. p. 1867-1876
- José Ramon Pasillas-Díaz, Sylvie Ratté. 2017 « Bagged subspaces for unsupervised outlier detection ». Computational Intelligence vol. 33 , nº 3. p. 507-523
- Sylvie Ratté, Laura Hernández-Domínguez, Boyd Davis, Charlene Pope, Andres Roche-Bergua, Gerardo Sierra-Martínez. 2017 « Cécilia project : an international multidisciplinary collaboration on the study language in later life ». Affiche présentée lors de la conférence : Corpora for Language and Aging Research (CLARe 3 ) (Berlin, Allemagne, Mar. 06-08, 2017)
- Gerardo Tibamoso, Sylvie Ratté, Luc Duong. 2017 « Left ventricle wall detection from ultrasound images using shape and appearance information ». 14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017 - July 7, 2017 (Montreal, QC, Canada, July 05-07, 2017) Springer Verlag
- Étienne Vachon, Joaquim Miró, Luc Duong. 2017 « Online C-arm calibration using a marked guide wire for 3D reconstruction of pulmonary arteries ». Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and Modeling (Orlando, FL, USA, Feb. 11-16, 2017) SPIE
- Erick Velazquez, Sylvie Ratté, Frank de Jong. 2017 « Analyzing students’ knowledge building skills by comparing their written production to syllabus ». Interactive Collaborative Learning: Proceedings of the 19th ICL Conference Springer International Publishing
- Mingli Zhang, Christian Desrosiers. 2017 « Image completion with global structure and weighted nuclear norm regularization ». 2017 International Joint Conference on Neural Networks (IJCNN) (Anchorage, AK, USA, May 14-19, 2017) IEEE
- Mingli Zhang, Christian Desrosiers. 2017 « Image denoising based on sparse representation and gradient histogram ». IET Image Processing vol. 11 , nº 1. p. 54-63
- Mingli Zhang, Christian Desrosiers, Caiming Zhang. 2017 « Effective compressive sensing via reweighted total variation and weighted nuclear norm regularization ». IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (New Orleans, LA, USA, Mar. 05-09, 2017) IEEE
- Frank de Jong, Joan van den Ende, Hennie van Heijst, Yoshiaki Matsuzawa, Paul Kirschner, Jianwei Zhang, Mei-Hwa Chen, Feng Chen, Carolyn Rosé, Erick Velazquez Godinez, Sylvie Ratté, Bodong Chen, Carol Chan, Jan van Aalst, Christine Yang, Jun Oshima, Cindy Hmelo-Silver, Alyssa Wise. 2017 « Making a difference : Analytics for quality knowledge-building conversations ». 12th International Conference on Computer Supported Collaborative Learning (CSCL) (Philadelphia, PA, USA, July 18-22, 2017) International Society of the Learning Sciences
- Atefeh Abdolmanafi, Arpan Suravi Prasad, Luc Duong, Nagib Dahdah. 2016 « Classification of coronary artery tissues using optical coherence tomography imaging in Kawasaki disease ». Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling (San Diego, CA, USA, Feb. 27, 2016) SPIE
- Audrey Bramy, Sylvie Ratté. 2016 « Written natural language conversation for automatic appointment scheduling ». Communication lors de la conférence : Mid-Atlantic Student Colloquium on Speech, Language and Learning (MASC-SLL) (Philadelphia, PA, USA, Apr. 01, 2016)
- Ahmad Chaddad, Christian Desrosiers, Ahmed Bouridane, Matthew Toews, Lama Hassan, Camel Tanougast. 2016 « Multi texture analysis of colorectal cancer continuum using multispectral imagery ». PLoS ONE vol. 11 , nº 2
- Ahmad Chaddad, Christian Desrosiers, Lama Hassan, Camel Tanougast. 2016 « A quantitative study of shape descriptors from glioblastoma multiforme phenotypes for predicting survival outcome ». British Journal of Radiology vol. 89 , nº 1068
- Ahmad Chaddad, Christian Desrosiers, Lama Hassan, Matthew Toews. 2016 « Multispectral texture analysis of histopathological abnormalities in colorectal tissues ». IEEE International Conference on Image Processing (ICIP) (Phoenix, AZ, USA, Sept. 25-28, 2016) IEEE
- Ahmad Chaddad, Christian Desrosiers, Matthew Toews. 2016 « GBM heterogeneity characterization by radiomic analysis of phenotype anatomical planes ». Medical Imaging 2016: Image Processing (San Diego, CA, USA, Fev. 27-Mar. 03, 2016) SPIE
- Ahmad Chaddad, Christian Desrosiers, Matthew Toews. 2016 « Local discriminative characterization of MRI for Alzheimer's disease ». 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague, Czech Republic, Apr. 13-16, 2016) IEEE
- Ahmad Chaddad, Christian Desrosiers, Matthew Toews. 2016 « Phenotypic characterization of glioblastoma identified through shape descriptors ». Medical Imaging 2016: Computer-Aided Diagnosis (San Diego, CA, USA, Feb. 28-Mar. 02, 2016) SPIE
- Ahmad Chaddad, Christian Desrosiers, Matthew Toews. 2016 « Radiomic analysis of multi-contrast brain MRI for the prediction of survival in patients with glioblastoma multiforme ». 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Orlando, FL, USA, Aug. 16-20, 2016) IEEE
- Rubén Dorado, Sylvie Ratté. 2016 « Active learning based methods for computer assisted development of labeled corpora for text categorization ». Affiche présentée lors de la conférence : Mid-Atlantic Student Colloquium on Speech, Language and Learning (MASC-SLL) (Philadelphia, PA, USA, Apr. 01, 2016)
- Rubén Dorado, Sylvie Ratté. 2016 « Semisupervised text classification using unsupervised topic information ». Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference (FLAIRS) (Key Largo, FL, USA, May 16-18, 2016) AAAI Press
- E. Garcia-Cano, F. Arambula-Cosio, L. Duong, C. Bellefleur, M. Roy-Beaudry, J. Joncas, S. Parent, H. Labelle. 2016 « Dynamic ensemble selection of learner-descriptor classifiers to assess curve types in adolescent idiopathic scoliosis : a preliminary study ». Communication lors de la conférence : 46e Réunion Annuelle de la Société de la Scoliose du Québec (Estérel, QC, Canada, 20-22 oct. 2016)
- Laura Elena Hernandez-Dominguez, Sylvie Ratté, Boyd Davis, Charlene Pope. 2016 « New contributions to the Carolinas Conversations Collection: A comprehensive dataset for research on language alterations in the elderly ». Communication lors de la conférence : Mid-Atlantic Student Colloquium on Speech, Language and Learning (MASC-SLL) (Philadelphia, PA, USA, Apr. 01, 2016)
- Laura Hernández-Domínguez, Edgar García-Cano, Sylvie Ratté, Gerardo Sierra-Martínez. 2016 « Detection of alzheimer's disease based on automatic analysis of common objects descriptions ». Proceedings of the 7th Workshop on Cognitive Aspects of Computational Language Learning (Berlin, Allemagne, Aug. 11, 2016) Association for Computational Linguistics
- Xavier Jordi Oller, Lina Gundelwein, Joaquim Miro, Luc Duong. 2016 « Automatic stent fitting using CFD estimates of hemodynamic parameters for pulmonary artery stenosis ». Joint MICCAI-Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting (CVII-STENT) (Athens, Grece, Oct. 17-21, 2016)
- Kuldeep Kumar, Christian Desrosiers. 2016 « A sparse coding approach for the efficient representation and segmentation of white matter fibers ». 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague, Czech Republic, Apr. 13-16, 2016) IEEE
- Kuldeep Kumar, Christian Desrosiers, Ahmad Chaddad, Matthew Toews. 2016 « Spatially constrained sparse regression for the data-driven discovery of neuroimaging biomarkers ». 23rd International Conference on Pattern Recognition (ICPR) (Cancún, México, Dec. 04-08, 2016) IEEE
- Faten M'Hiri, Luc Duong, Christian Desrosiers, Mohamed Leye, Joaquim Miró, Mohamed Cheriet. 2016 « A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences ». Computers in Biology and Medicine vol. 79. p. 45-58
- Pierre André Ménard, Sylvie Ratté. 2016 « Concept extraction from business documents for software engineering projects ». Automated Software Engineering vol. 23 , nº 4. p. 649-686
- José Ramón Pasillas-Díaz, Sylvie Ratté. 2016 « An unsupervised approach for combining scores of outlier detection techniques, based on similarity measures ». Electronic Notes in Theoretical Computer Science vol. 329. p. 61-77
- J. Passillas, S. Ratté. 2016 « Detection and differentiation of crucial data events: a diverse and adaptable approach ensemble of anomaly detection algorithms ». Communication lors de la conférence : Innovation Match MX 2015- 2016 (Guadalajara, México, Apr. 06-08, 2016)
- Sylvie Ratté, Charlene Pope, Boyd Davis, Laura Hernández-Domínguez. 2016 « Conversing with the elderly in Latin America: a new cohort for multimodal, multilingual longitudinal studies on aging ». 54th Annual Meeting of the ACL (Berlin, Germany, Aug. 07-12, 2016) Association for Computational Linguistics (ACL)
- Luc Trudeau, Stéphane Coulombe, Christian Desrosiers. 2016 « Sub-partition reuse for fast optimal motion estimation in HEVC successive elimination algorithms ». IEEE International Conference on Image Processing (ICIP) (Phoenix, AZ, USA, Sept. 25-28, 2016) IEEE
- Erick Velázquez, Sylvie Ratté. 2016 « Comparing news story coverages: Light vs deep analysis ». Affiche présentée lors de la conférence : Mid-Atlantic Student Colloquium on Speech, Language and Learning (MASC-SLL) (Philadelphia, PA, USA, Apr. 01, 2016)
- Mingli Zhang, Christian Desrosiers. 2016 « Robust MRI reconstruction via re-weighted total variation and non-local sparse regression ». IEEE 18th International Workshop on Multimedia Signal Processing (MMSP) (Montreal, QC, Canada, Sept. 21-23, 2016) IEEE
- Mingli Zhang, Christian Desrosiers, Qiang Qu, Fenghua Guo, Caiming Zhang. 2016 « Medical image super-resolution with non-local embedding sparse representation and improved IBP ». 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Shanghai, China, Mar. 20-25, 2016) IEEE
- Mingli Zhang, Kuldeep Kumar, Christian Desrosiers. 2016 « A weighted total variation approach for the atlas-based reconstruction of brain MR data ». IEEE International Conference on Image Processing (ICIP) (Phoenix, AZ, USA, Sept. 25-28, 2016) IEEE
- Mingli Zhang, Qiang Qu, Sadegh Nobari, Christian Desrosiers. 2016 « LRI: a low rank approach to non-local sparse representation for image interpolation ». International Joint Conference on Neural Networks (IJCNN) (Vancouver, BC, Canada, July 24-29, 2016) IEEE
- Alvine Boaye Belle, Ghizlane El boussaidi, Christian Desrosiers, Hafedh Mili. 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)
- Alvine Boaye Belle, Ghizlane El Boussaidi, Christian Desrosiers, Segla Kpodjedo, Hafedh Mili. 2015 « The layered architecture recovery as a quadratic assignment problem ». Software Architecture : 9th European Conference, ECSA 2015, Dubrovnik/Cavtat, Croatia, September 7–11, 2015, Proceedings (Cham, Switzerland, Sept. 7-11, 2015) Springer International Publishing
- Tarik Boukhalfi, Christian Desrosiers, Eric Paquette. 2015 « A machine learning approach to automate facial expressions from physical activity ». 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) Vaclav Skala - Union Agency
- Christian Desrosiers. 2015 « Unsupervised segmentation using dynamic superpixel random walks ». 2015 International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE
- E. Garcia-Cano, F. Arambula-Cosio, L. Duong. 2015 « Ensemble-of-classifier approach for 3D classification of spinal deformities ». Communication lors de la conférence : 45e Réunion annuelle de la Société de Scoliose du Québec (SSQ) (L'Estérel, QC, Canada, Oct. 15-17, 2015)
- Héctor F. Gomez A, Rafael Martinez Tomas, Susana Arias Tapia, Antonio Fernandez Caballero, Sylvie Ratté, Alexandra Gonzalez Eras, Patricia Ludena Gonzalez. 2015 « Identification of loitering human behaviour in video surveillance environments ». Artificial Computation in Biology and Medicine : International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2015, Elche, Spain, June 1-5, 2015, Proceedings, Part I (Elche, Spain, June 1-5, 2015) Springer Verlag
- Lina Gundelwein, Joaquim Miro, Luc Duong. 2015 « Automatic stent placement and stent size selection for preoperative planning of pulmonary artery intervention ». Affiche présentée lors de la conférence : Joint MICCAI-Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting (MICCAI CVII-STENT) (Munich, Germany, Oct. 5, 2015)
- Stefan Karnyaczki, Christian Desrosiers. 2015 « A sparse coding method for semi-supervised segmentation with multi-class histogram constraints ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE
- Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi. 2015 « Brain fiber clustering using non-negative kernelized matching pursuit ». Machine Learning in Medical Imaging. 6th International Workshop, MLMI 2015, held in conjunction with MICCAI 2015. Proceedings (Munich, Germany, Oct. 5, 2015) Springer International Publishing
- Faten M'Hiri, T. Hoang Ngan Le, Luc Duong, Christian Desrosiers, Mohamed Cheriet. 2015 « Hierarchical segmentation and tracking of coronary arteries in 2D X-ray angiography sequences ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE
- J. P. Martin, C. Desrosiers, L. Duong. 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)
- Xia Ning, Christian Desrosiers, George Karypis. 2015 « A comprehensive survey of neighborhood-based recommendation methods ». In Recommender Systems Handbook vol. Part I. p. 37-76. Springer US
- J. Rúas-Araújo, M. I. Punín Larrea, H. Gómez Alvarado, P. Cuesta-Morales, S. Ratté. 2015 « Neuroscience applied to perception analysis: Heart and emotion when listening to Ecuador’s national anthem ». Revista Latina de Comunicacion Social vol. 70. p. 401-422
- Alpa Jayesh Shah, Christian Desrosiers, Robert Sabourin. 2015 « Contextual anomaly detection using log-linear tensor factorization ». 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) Springer International Publishing
- Susana Alexandra Arias Tapia, A. Héctor F. Gomez, José Barbosa Corbacho, Sylvie Ratté, Juan Torres-Diaz, Pablo Vicente Torres-Carrion, Juan Manuel García. 2015 « A contribution to the method of automatic identification of human emotions by using semantic structures ». Proceedings of 2014 International Conference on Interactive Collaborative Learning (ICL) (Dubai, United Arab Emirates, Dec. 03-06, 2014) Institute of Electrical and Electronics Engineers Inc.
- Luc Trudeau, Stéphane Coulombe, Christian Desrosiers. 2015 « An adaptive search ordering for rate-constrained successive elimination algorithms ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE
- Mingli Zhang, Christian Desrosiers, Caiming Zhang, Mohamed Cheriet. 2015 « Effective document image deblurring via gradient histogram preservation ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE
- Susana A. Arias Tapia, Sylvie Ratté, Hector F. Gomez A, Alexandra Gonzalez Eras, José Barbosa, Juan Carlos Torres, Ruth Reategui Rojas, Priscila Valdiviezo Diaz, Franco Guaman Bastidas, Guido Eduardo Riofrio Calderon, Juan Manuel Garcia Samaniego. 2014 « First contribution to complex emotion recognition in patients with Alzheimer's Disease ». Ambient Assisted Living and Daily Activities. 6th International Work-Conference, IWAAL 2014. Proceedings (Belfast, Ireland, Dec. 2-5, 2014) Springer International Publishing
- Christian Desrosiers. 2014 « A fast and adaptive random walks approach for the unsupervised segmentation of natural images ». 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014) IEEE Computer Society
- Christian Desrosiers. 2014 « An unsupervised random walk approach for the segmentation of brain MRI ». 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014 (Beijing, China, Apr. 29 - May 2, 2014) Institute of Electrical and Electronics Engineers Inc.
- Christian Desrosiers, Philippe Galinier, Pierre Hansen, Alain Hertz. 2014 « Automated generation of conjectures on forbidden subgraph characterization ». Discrete Applied Mathematics vol. 162. p. 177-194
- K.uldeep Kumar, Christian Desrosiers. 2014 « Group sparse kernelized dictionary learning for the clustering of white matter fibers ». Affiche 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)
- F. M'Hiri, N. Dahdah, L. Duong, C. Desrosiers, M. Leye, J. Miró, M. Cheriet. 2014 « Analyse automatique de distensibilité des artères à partir des séquences angiographiques 2D ». Communication lors de la conférence : 5e Journée Cardio-pédiatrique et Foeto-maternelle (JCF) (Montreal, QC, Canada, Fév. 2014)
- J. P. Martin, C. Desrosiers, L. Duong. 2014 « Compensation du mouvement cardiorespiratoire à partir de coronarographies ». Communication lors de la conférence : 5e Journée Cardio-pédiatrique et Foeto-maternelle (JFC) (Montreal, QC, Canada, Fév. 2014)
- Luc Trudeau, Stéphane Coulombe, Christian Desrosiers. 2014 « Rate distortion-based motion estimation search ordering for rate-constrained successive elimination algorithms ». 2014 IEEE International Conference on Image Processing (ICIP) (Paris, France, Oct. 27-30, 2014) Institute of Electrical and Electronics Engineers
- E. Vachon, J. Miró, L. Duong. 2014 « Étude préliminaire sur la reconstruction 3D du guide à partir d'images fluoroscopiques ». Communication lors de la conférence : 5e Journée Cardio-pédiatrique et Foeto-maternelle (JCF) (Montreal, QC, Canada, Fév. 2014)
- Erick Velazquez-Godinez, Sylvie Ratté, Christian Desrosiers. 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)
- Otilia Alejandro, Sylvie Ratté. 2013 « Obtaining better rules using subjective measures and meta-knowledge ». European Conference on Data Analysis: Book of Abstracts (Luxembourg, Luxembourg, July 10-12, 2013) University of Luxembourg
- Himani Arora, K. K. Shukla, Luc Duong. 2013 « Stent fitting using cylindrical affine transformation model for pulmonary artery ». International Journal of Computer Applications vol. 70 , nº 19. p. 36-41
- Alvine Boaye-Belle, Ghizlane El Boussaidi, Christian Desrosiers, Hafedh Mili. 2013 « The layered architecture revisited: Is it an optimization problem? ». Proceedings of the Twenty-Fifth International Conference on Software Engineering & Knowledge Engineering (SEKE 2013) (Boston, MA, USA, June 27-29, 2013) Knowledge Systems Institute Graduate School
- D. Fitzpatrick, Sylvie Ratté, François Coallier. 2013 « RA-EKI: A use case for collaborative logistics planning in coalition force deployment ». 2013 Military Communications and Information Systems Conference (MCC) (St-Malo, France, Oct. 7-9, 2013) IEEE
- Daniel Fitzpatrick, François Coallier, Sylvie Ratté. 2013 « A reference architecture for an enterprise knowledge infrastructure ». Product Lifecycle Management for Society : 10th IFIP WG 5.1 International Conference, PLM 2013, Nantes, France, July 6-10, 2013, Proceedings Springer Berlin Heidelberg
- F. M'Hiri, P. Adjagba, M. Bakloul, C. Desrosiers, L. Duong, M. Cheriet, C. Lapierre, J. Miró. 2013 « Extraction de structures vasculaires à partir d'angiographies 2D ». Communication lors de la conférence : 4ème Journée Cardio-pédiatrique et Foeto-maternelle (JCF) (Montreal, QC, Canada, Mars 2013)
- F. M'Hiri, L. Duong, C. Desrosiers, M. Cheriet. 2013 « Automatic image of angiographic sequences for treatment of pediatric coronary diseases ». Affiche présentée lors de la conférence : 2nd MEDTEQ Forum (Montreal, QC, Canada, Oct. 2013)
- Faten M'Hiri, Luc Duong, Christian Desrosiers, Mohamed Cheriet. 2013 « Vessel Walker: Coronary Arteries Segmentation Using Random Walks And Hessian-Based Vesselness Filter ». 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2013) (San Francisco, CA, USA, Apr. 7-11, 2013) IEEE
- Yiyong Sun, Rui Liao, Luc Duong, Frank Sauer, Chenyang Xu. 2013-04-23 « Coronary reconstruction from rotational X-ray projection sequence ». Brevet américain US 8,428,316.
- Lyne Woodward, Alexandre Hatin-Limoges, Nicolas Constantin, Vahé Nerguizian, Sylvie Ratté. 2013 « Support intranet d'apprentissage interactif et approche personnalisée en génie électrique ». Affiche présentée lors de la conférence : Journée Découvertes ÉTS, 2013 (Montréal, QC, canada, 13 mars 2013)
- L. Batista, Sylvie Ratté. 2012 « A multi-classifier system for sentiment analysis and opinion mining ». 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012) (Istanbul, Turkey, Aug. 26-29, 2012) IEEE
- Tarik Boukhalfi, Christian Desrosiers, Eric Paquette. 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)
- Julien Couet, David Rivest-Henault, Joaquim Miro, Chantal Lapierre, Luc Duong, Mohamed Cheriet. 2012 « Intensity-based 3D/2D registration for percutaneous intervention of major aorto-pulmonary collateral arteries ». Medical Imaging 2012: Image-Guided Procedures, Robotic Interventions, and Modeling (San Diego, CA, USA, Feb. 5-7, 2012) SPIE
- Daniel Fitzpatrick, François Coallier, Sylvie Ratté. 2012 « A holistic approach for the architecture and design of an ontology-based data integration capability in product master data management ». Product Lifecycle Management: Towards Knowledge-Rich Enterprises - IFIP WG 5.1 International Conference, PLM 2012, Revised Selected Papers (Montreal, QC, Canada, July 9-11, 2012) Springer New York
- Jonathan Hadida, Christian Desrosiers, Luc Duong. 2012 « Stochastic 3D motion compensation of coronary arteries from monoplane angiograms ». 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) Springer Verlag
- Alexandre Hatin limoges, Nicolas Constantin, Vahé Nerguizian, Sylvie Ratté, Lyne Woodward. 2012 « Support intranet d’apprentissage interactif et approche personnalisée en génie électrique ». Affiche présentée lors de la conférence : 80ième Congrès de l'ACFAS (Montréal, QC, Canada, 7-11 mai 2012)
- Faten M'Hiri, Luc Duong, Christian Desrosiers. 2012 « Combining Laplacian eigenmaps and vesselness filters for vessel segmentation in X-ray angiography ». 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Providence, RI, USA, June 16-21, 2012) IEEE Computer Society
- Faten M'Hiri, Ngan Le T. Hoang, Luc Duong, Mohamed Cheriet. 2012 « A new adaptive framework for tubular structures segmentation in X-ray angiography ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE Computer Society
- Jean-Marc Mac-Thiong, Luc Duong, Stefan. Parent, Michael Timothy Hresko, John R. Dimar, Mark. Weidenbaum, Hubert Labelle. 2012 « Reliability of the spinal deformity study group classification of lumbosacral spondylolisthesis ». Spine vol. 37 , nº 2. p. E95-E102
- Jean-Philippe Morin, Christian Desrosiers, Luc Duong. 2012 « A random walk approach for multiatlas-based segmentation ». 21st International Conference on Pattern Recognition (ICPR) (Tsukuba, Japan, Nov. 11-15, 2012) Institute of Electrical and Electronics Engineers Inc.
- Jean-Philippe Morin, Christian Desrosiers, Luc Duong. 2012 « Atlas-based segmentation of brain magnetic resonance imaging using random walks ». 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Providence, RI, USA, June 16-21, 2012) IEEE Computer Society
- Jean-Philippe Morin, Christian Desrosiers, Luc Duong. 2012 « Image segmentation using random-walks on the histogram ». Medical Imaging 2012: Image Processing (San Diego, CA, USA, Feb. 6-9, 2012) SPIE
- Mathieu Plourde, Luc Duong. 2012 « Multi scale classification approach for coronary artery detection from X-ray angiography ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE
- Mathieu Plourde, Luc Duong. 2012 « Towards robust detection and classification of coronary arteries from X-ray angiography ». Affiche présentée lors de la conférence : IEEE International Symposium on Biomedical Imaging (ISBI) (Barcelona, Spain, May 02-05, 2012)
- Aitouche Samia, Mouss Mohamed Djamel, Sylvie Ratté, Kaanit Abdelghafour, Mouss Kinza, Mouss Hayet. 2012 « Comparative study, based on metamodels, of methods for controlling performance ». International Journal of Computer Science Issues vol. 9 , nº 3
- Lyne Woodward, Alexandre H. Limoges, Nicolas Constantin, Sylvie Ratté, Vahé Nerguizian. 2012 « An interactive web-based pedagogical tool for the training of engineers in electrical engineering ». Proceedings of the Canadian Engineering Education Association Conference, CEEA 2012 (Winnipeg, MB, Canada, June 17-20, 2012) CEEA/ACEG
- Christian Desrosiers, Philippe Galinier, Alain Hertz, Pierre Hansen. 2011 « Improving constrained pattern mining with first-fail-based heuristics ». Data Mining and Knowledge Discovery vol. 23 , nº 1. p. 63-90
- Christian Desrosiers, George Karypis. 2011 « A Comprehensive Survey of Neighborhood-based Recommendation Methods ». In Recommender systems handbook. p. 107-144. Springer
- Luc Duong. 2011 « Logiciel d'assistance pour le traitement des artères coronaires ». Communication lors de la conférence : SIGGRAPH Montreal Rewind 2011 (Montréal, QC, Canada, 16 mars 2011)
- Luc Duong. 2011 « Towards motion compensation for interventional cardiology ». Communication lors de la conférence : XII Symposio Mexicano en Cirugía Asistida por Computadora y Procesamiento de Imágenes Médicas (MEXCAS) (Mexico City, Mexico, 30 septembre 2011)
- Jonathan Hadida, Christian Desrosiers, Luc Duong. 2011 « Intensity-based hierarchical clustering in CT-scans : application to interactive segmentation in cardiology ». Medical Imaging : Visualization, Image-Guided Procedures, and Modeling (Lake Buena Vista, FL, USA, Feb. 13-15, 2011) SPIE - The International Society for Optical Engineering
- Pierre André Ménard, Sylvie Ratté. 2011 « Classifier-based acronym extraction for business documents ». Knowledge and Information Systems vol. 29 , nº 2. p. 305-334
- Felipe Padilla, Aurora Torres, Julio Ponce, María Dolores Torres, Sylvie Ratté, Eunice Ponce-de-León. 2011 « Evolvable metaheuristics on circuit design ». In Advances in analog circuits. p. 347-368. InTech
- C. Chevrefils, Luc Duong, Farida Cheriet, Stefan Parent, Carl-Éric Aubin. 2010 « 3D/2D registration of pre-operative MRI models with a single radiographic image : feasibility study ». Communication lors de la conférence : 8th International Research Society on Spinal Deformities (IRSSD) Meeting (Montréal, Canada, July 1-3, 2010)
- Jean-Daniel Cryans, Sylvie Ratté, Roger Champagne. 2010 « Adaptation of apriori to MapReduce to build a warehouse of relations between named entities across the web ». 2nd International Conference on Advances in Databases, Knowledge, and Data Applications (DBKDA) (Menuires, France, Apr. 11-16, 2010) Institute of Electrical and Electronics Engineers Computer Society
- Christian Desrosiers, George Karypis. 2010 « A novel approach to compute similarities and its application to item recommendation ». 11th Pacific Rim International Conference on Artificial Intelligence (PRICAI) : Trends in Artificial Intelligence (Daegu, Korea, Aug. 30-Sept. 2, 2010) Springer Berlin / Heidelberg
- Christian Desrosiers, George Karypis. 2010 « Enhancing link-based similarity through the use of non-numerical labels and prior information ». Proceedings of the Eighth Workshop on Mining and Learning with Graphs (Washington, D.C., USA, July 24-25, 2010) Association for Computing Machinery
- Luc Duong, Farida Cheriet, Hubert Labelle. 2010 « Automatic detection of scoliotic curves in posteroanterior radiographs ». IEEE Transactions on Biomedical Engineering vol. 57 , nº 5. p. 1143-1151
- Rui Liao, Luc Duong, Yiyong Sun, Klaus Kirchberg. 2010 « 3-D reconstruction of the coronary artery tree from multiple views of a rotational X-ray angiography ». The International Journal of Cardiovascular Imaging vol. 26 , nº 7. p. 733-749
- Sylvie Ratté. 2010 « Data mining technologies ». Communication lors de la conférence : iSummit Loxa'10 (Loja, Ecuador, 20-22 oct. 2010)
- Sylvie Ratté. 2010 « Datos, textos y visualización ». Communication lors de la conférence : iSummit Loxa 2010, Seguridad Wireless (Loja, Ecuador, Oct. 20-22, 2010)
- David Rivest-Hénault, Luc Duong, Chantal Lapierre, Sylvain Deschênes, Mohamed Cheriet. 2010 « Semi-automatic segmentation of major aorto-pulmonary collateral arteries (MAPCAs) for image guided procedures ». SPIE Medical Imaging 2010 : Visualization, Image-Guided Procedures, and Modeling (San Diego, CA, USA, Feb. 13-18, 2010) SPIE - The International Society for Optical Engineering
- L. Duong, F. Cheriet, H. Labelle, K. M. C. Cheung, M. F. Abel, P. O. Newton, R. E. McCall, L. G. Lenke, I. A. F. Stokes. 2009 « Interobserver and intraobserver variability in the identification of the lenke classification lumbar modifier in adolescent idiopathic scoliosis ». Journal of Spinal Disorders and Techniques vol. 22 , nº 6. p. 448-455
- Luc Duong, Rui Liao, Hari Sundar, Benoit Tailhades, Andreas Meyer, Chenyang Xu. 2009 « Curve-based 2D-3D registration of coronary vessels for image guided procedure ». Medical Imaging 2009: Visualization, Image-Guided Procedures, and Modeling (Lake Buena Vista, FL, USA, Feb. 08-10, 2009) SPIE
- Luc Duong, Jean-Marc Mac-Thiong, Farida Cheriet, Hubert Labelle. 2009 « Three-dimensional subclassification of Lenke type 1 scoliotic curves ». Journal of Spinal Disorders and Techniques vol. 22 , nº 2. p. 135-143
- Luc Duong, Jean-Marc Mac-Thiong, Hubert Labelle. 2009 « Real time noninvasive assessment of external trunk geometry during surgical correction of adolescent idiopathic scoliosis ». Scoliosis vol. 4
- Faten Mhiri, Sylvie Ratté. 2009 « AARTIC : development of an intelligent environment for human learning ». Proceedings of the 14th annual ACM SIGCSE conference on Innovation and technology in computer science education (Paris, France, July 6-9, 2009) Association for Computing Machinery
- Sylvie Ratté, Faten Mhiri. 2008 « Utilisation d'agents intelligents pour l'apprentissage personnalisé : méthodologie d'application ». Communication lors de la conférence : 76e Congrès de l'ACFAS-Colloque de l'AIPU (Québec, QC, Canada, 4-9 mai 2008)
- Olivier Tardif, Sylvie Ratté. 2008 « A lightweight pronoun resolution algorithm for french corporate texts ». International Conference on Advanced Computer Theory and Engineering (ICACTE) (Phuket, Thaïland, Dec. 20-22, 2008) Institute of Electrical and Electronics Engineers Computer Society
- Vincent Doré, Luc Duong, Farida Cheriet, Mohamed Cheriet. 2007 « Towards segmentation of pedicles on posteroanterior X-ray views of scoliotic patients ». Image Analysis and Recognition : 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007. Proceedings (Montreal, Canada, Aug. 22-24, 2007) Springer Verlag
- Jean-Marc Mac-Thiong, Hubert Labelle, Stefan Parent, Benoit Poitras, Alain Jodoin, Jean Ouellet, Luc Duong. 2007 « Assessment of sacral doming in lumbosacral spondylolisthesis ». Spine vol. 32 , nº 17. p. 1888-1895
- P.A. Ménard, Sylvie Ratté. 2007 « Fondements d'un prototype pour la création semi-automatisée de productions visuelles pour le génie logiciel à partir de documents corporatifs ». Communication lors de la conférence : 75e Congrès de l'ACFAS (Trois-Rivières, QC, Canada, 7-11 mai 2007)
- Sylvie Ratté. 2007 « Compte-rendu d'expériences simples avec le PC Tablette ». Revue Internationale des technologies en pédagogie universitaire vol. 4 , nº 1. p. 32-37
- Sylvie Ratté, David Guilbert. 2007 « Augmenter la participation en classe lors d'une correction par les pairs : compte-rendu d'une expérience simple avec le PC tablette ». Communication lors de la conférence : Conférence de l'Association Internationale de Pédagogie Universitaire (AIPU) (Montréal, QC, Canada, 16-18 mai 2007)
- Sylvie Ratté, W. Njomgue, P. A. Ménard. 2007 « Highlighting document’s structure ». Fourth International Conference on computer, electrical and systems science and engineering (CESSE) (Venice, Italy, Nov. 23-25, 2007)
- Luc Duong, Farida Cheriet, Hubert Labelle. 2006 « Three-dimensional classification of spinal deformities using fuzzy clustering ». Spine vol. 31 , nº 8. p. 923-930
- Luc Duong, Farida Cheriet, Hubert Labelle. 2006 « Towards an automatic classification of spinal curves from x-ray images ». In Research into Spinal Deformities 5. p. 419-424. IOS Press
- Sylvie Ratté, Jocelyne Caron. 2004 « Le web pour enseigner par projets et favoriser la collaboration ». Revue Internationale des technologies en pédagogie universitaire vol. 1 , nº 2. p. 27-33
- Sylvie Ratté. 2003 « Les avantages d’un interface « visuel » et « gratuit » pour la simulation discrète ». Communication lors de la conférence : Colloque FITIC 2003 (Montréal, QC, Canada, 8 mai 2003)
- Sylvie Ratté. 2003 « Une autre façon d’utiliser le WEB pour élaborer des sites de cours dynamiques ». Communication lors de la conférence : Colloque FITIC 2003 (Montréal, QC, Canada, 8 mai 2003)
- Jean-Marc Mac-Thiong, Hubert Labelle, Luc Duong, Carl-Eric Aubin. 2002 « A new technique for intraoperative analysis of trunk geometry in adolescent idiopathic scoliosis ». Canadian Journal of Surgery = Journal Canadien de Chirurgie vol. 45 , nº 3. p. 219-223
- Sylvie Ratté. 2002 « Using Excel in an introductory programming course: the advantages of a "free" and "visual" interface to learn basic and advanced programming concepts ». 2002 ASEE Annual Conference and Exposition Proceedings : Montréal, Québec, June 16-19, 2002 (Montreal, QC, Canada, June 16-19, 2002) American Society for Engineering Education
- Sylvie Ratté, J. Caron. 2002 « Notas sobre la utilización del web para enseñar la programación ». Third Workshop on Higher Education Pedagogy, Universidad 2002 (Havana, Cuba, 2002) Publicaciones Electrónicas SOFTCAL
- Sylvie Ratté, J. Caron. 2002 « On using the web as a collaboration space in the context of an industrial simulation ». Communication lors de la conférence : 7th annual conference on innovation and technology in computer science education (ACM ITICSE'02) (Aarhus, Denmark, 2002)
- Sylvie Ratté, Jocelyne Caron. 2002 « Learning to program in the context of an industrial simulation : a pedagogical experiment in C++ and its implications for curriculum development ». 2002 ASEE Annual Conference and Exposition: Vive L'ingénieur (Montreal, QC, Canada, June 16-19, 2002) American Society for Engineering Education
- Sylvie Ratté, Jocelyne Caron. 2002 « On using the Web as a collaboration space in the context of an industrial simulation ». SIGCSE Bulletin vol. 34 , nº 3. p. 141-145
- Sylvie Ratté, Jocelyne Caron. 2002 « On using the Web as a collaboration space in the context of an industrial simulation ». 7th Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE) (Aarhus, Denmark, June 24-28, 2002) Association for Computing Machinery
- Sylvie Ratté, Jocelyne Caron. 2001 « L'APSI - Apprentissage de la programmation par la simulation industrielle : Un exemple de cours hybride avec Internet ». Congrès du réseau des Universités du Québec sur l'intégration des nouvelles technologies de l'information (Hull, QC, Canada, 2001)