| 2025 | MICCAI | Variational Visible Layers: A Practical Framework for Uncertainty Estimation. | Zeinab Abboud, Herve Lombaert, Samuel Kadoury |
| 2025 | MICCAI | Self-supervised Pretraining and Multi-label Decoding for Intracranial Hemorrhage Segmentation. | Aloys Portafaix, Laurent Ltourneau-Guillon, Samuel Kadoury |
| 2025 | MICCAI | Transformer-Based Instance Detection in 3D Medical Images. | Luka Skrlj, Samuel Kadoury, Tomaz Vrtovec |
| 2024 | ICRA | Fully Distributed Shape Sensing of a Flexible Surgical Needle Using Optical Frequency Domain Reflectometry for Prostate Interventions. | Jacynthe Francoeur, Dimitri A. Lezcano, Yernar Zhetpissov, Raman Kashyap, Iulian Iordachita, Samuel Kadoury |
| 2024 | MICCAI | Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis. | Zeinab Abboud, Herve Lombaert, Samuel Kadoury |
| 2024 | MICCAI | Conditional 4D Motion Diffusion Models with Masked Observations to Forecast Deformations. | Sylvain Thibeault, Liset Vzquez Romaguera, Samuel Kadoury |
| 2023 | MICCAI | M-GenSeg: Domain Adaptation for Target Modality Tumor Segmentation with Annotation-Efficient Supervision. | Malo de Boisredon, Eugene Vorontsov, Samuel Kadoury |
| 2023 | MICCAI | Towards Real-Time Confirmation of Breast Cancer in the OR Using CNN-Based Raman Spectroscopy Classification. | David Grajales, William Le, Frdrick Dallaire, Guillaume Sheehy, Sandryne David, Trang Tran, Frdric Leblond, Cynthia Mnard, Samuel Kadoury |
| 2023 | MICCAI | Intra-operative Forecasting of Standing Spine Shape with Articulated Neural Kernel Fields. | Sylvain Thibeault, Stefan Parent, Samuel Kadoury |
| 2021 | MICCAI | Personalized Respiratory Motion Model Using Conditional Generative Networks for MR-Guided Radiotherapy. | Liset Vzquez Romaguera, Tal Mezheritsky, Samuel Kadoury |
| 2021 | MICCAI | Multimodal Sensing Guidewire for C-Arm Navigation with Random UV Enhanced Optical Sensors Using Spatio-Temporal Networks. | Andrei Svecic, Gilles Soulez, Frederic Monet, Raman Kashyap, Samuel Kadoury |
| 2021 | MICCAI | Label Noise in Segmentation Networks: Mitigation Must Deal with Bias. | Eugene Vorontsov, Samuel Kadoury |
| 2020 | ICRA | High-Resolution Optical Fiber Shape Sensing of Continuum Robots: A Comparative Study | Frederic Monet, Shahriar Sefati, Pierre Lorre, Arthur Poiffaut, Samuel Kadoury, Mehran Armand, Iulian Iordachita, Raman Kashyap |
| 2020 | MICCAI | Intra-operative Forecasting of Growth Modulation Spine Surgery Outcomes with Spatio-Temporal Dynamic Networks. | William Mandel, Stefan Parent, Samuel Kadoury |
| 2018 | MICCAI | Dilatation of Lateral Ventricles with Brain Volumes in Infants with 3D Transfontanelle US. | Marc-Antoine Boucher, Sarah Lipp, Amlie Damphousse, Ramy El-Jalbout, Samuel Kadoury |
| 2018 | MICCAI | Blood-Flow Estimation in the Hepatic Arteries Based on 3D/2D Angiography Registration. | Simon Lessard, Rosalie Plantefve, Franois Michaud, Catherine Huet, Gilles Soulez, Samuel Kadoury |
| 2018 | MICCAI | Spatiotemporal Manifold Prediction Model for Anterior Vertebral Body Growth Modulation Surgery in Idiopathic Scoliosis. | William Mandel, Olivier Turcot, Dejan Knez, Stefan Parent, Samuel Kadoury |
| 2018 | MICCAI | Intra-operative Brain Shift Correction with Weighted Locally Linear Correlations of 3DUS and MRI. | Roozbeh Shams, Marc-Antoine Boucher, Samuel Kadoury |
| 2017 | ICML | On orthogonality and learning recurrent networks with long term dependencies. | Eugene Vorontsov, Chiheb Trabelsi, Samuel Kadoury, Chris Pal |
| 2017 | MICCAI | UV Exposed Optical Fibers with Frequency Domain Reflectometry for Device Tracking in Intra-arterial Procedures. | Francois Parent, Maxime Gerard, Raman Kashyap, Samuel Kadoury |
| 2017 | MICCAI | 3D Cobb Angle Measurements from Scoliotic Mesh Models with Varying Face-Vertex Density. | Uros Petkovic, Robert Korez, Stefan Parent, Samuel Kadoury, Tomaz Vrtovec |
| 2017 | MICCAI | Robust Automatic Graph-Based Skeletonization of Hepatic Vascular Trees. | Rosalie Plantefve, Samuel Kadoury, An Tang, Igor Peterlk |
| 2016 | MICCAI | The Importance of Skip Connections in Biomedical Image Segmentation. | Michal Drozdzal, Eugene Vorontsov, Gabriel Chartrand, Samuel Kadoury, Chris Pal |
| 2016 | MICCAI | Classification of Progressive and Non-progressive Scoliosis Patients Using Discriminant Manifolds. | William Mandel, Robert Korez, Marie-Lyne Nault, Stefan Parent, Samuel Kadoury |
| 2016 | MICCAI | Prior-Based Coregistration and Cosegmentation. | Mahsa Shakeri, Enzo Ferrante, Stavros Tsogkas, Sarah Lipp, Samuel Kadoury, Iasonas Kokkinos, Nikos Paragios |
| 2016 | MICCAI | Deep Spectral-Based Shape Features for Alzheimer's Disease Classification. | Mahsa Shakeri, Herv Lombaert, Shashank Tripathi, Samuel Kadoury |
| 2015 | ICML | Classification of Alzheimer's Disease Using Discriminant Manifolds of Hippocampus Shapes. | Mahsa Shakeri, Herv Lombaert, Samuel Kadoury |
| 2014 | MICCAI | 3D Spine Reconstruction of Postoperative Patients from Multi-level Manifold Ensembles. | Samuel Kadoury, Hubert Labelle, Stefan Parent |
| 2014 | MICCAI | Metastatic Liver Tumor Segmentation Using Texture-Based Omni-Directional Deformable Surface Models. | Eugene Vorontsov, Nadine Abi-Jaoudeh, Samuel Kadoury |
| 2013 | MICCAI | Higher-Order CRF Tumor Segmentation with Discriminant Manifold Potentials. | Samuel Kadoury, Nadine Abi-Jaoudeh, Pablo A. Valdes |
| 2012 | MICCAI | Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI. | Samuel Kadoury, Gray Erus, Christos Davatzikos |
| 2011 | BMVC | 3D Model-based Reconstruction of the Proximal Femur from Low-dose Biplanar X-Ray Images. | Haithem Boussaid, Samuel Kadoury, Iasonas Kokkinos, Jean-Yves Lazennec, Guoyan Zheng, Nikos Paragios |
| 2010 | MICCAI | Nonlinear Embedding towards Articulated Spine Shape Inference Using Higher-Order MRFs. | Samuel Kadoury, Nikos Paragios |
| 2010 | MICCAI | Realtime TRUS/MRI Fusion Targeted-Biopsy for Prostate Cancer: A Clinical Demonstration of Increased Positive Biopsy Rates. | Samuel Kadoury, Pingkun Yan, Sheng Xu, Neil D. Glossop, Peter L. Choyke, Baris Turkbey, Peter A. Pinto, Bradford J. Wood, Jochen Kruecker |
| 2009 | MICCAI | Surface/Volume-Based Articulated 3D Spine Inference through Markov Random Fields. | Samuel Kadoury, Nikos Paragios |
| 2007 | MICCAI | Image Guidance of Intracardiac Ultrasound with Fusion of Pre-operative Images. | Yiyong Sun, Samuel Kadoury, Yong Li, Matthias John, Jeff Resnick, Gerry Plambeck, Rui Liao, Frank Sauer, Chenyang Xu |