Samuel Kadoury

150 papers A* 3A 1B 3Journal 69Unranked 74

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Prediction of the upright articulated spine shape in the operating room using conditioned neural kernel fields. Medical Image Anal. Sylvain Thibeault, Marjolaine Roy-Beaudry, Stefan Parent, Samuel Kadoury
2025	—	`conf`	Self-supervised Pretraining and Multi-label Decoding for Intracranial Hemorrhage Segmentation. SWITCH@MICCAI Aloys Portafaix, Laurent Létourneau-Guillon, Samuel Kadoury
2025	J	`jnl`	Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction. Medical Image Anal. Mohamed El Amine Elforaici, Emmanuel Montagnon, Francisco Perdigón Romero, William Trung Le, Feryel Azzi, Dominique Trudel, Bich Nguyen, Simon Turcotte, An Tang, Samuel Kadoury
2025	—	`conf`	Transformer-Based Instance Detection in 3D Medical Images. AMAI@MICCAI Luka Skrlj, Samuel Kadoury, Tomaz Vrtovec
2025	—	`conf`	Variational Visible Layers: A Practical Framework for Uncertainty Estimation. MICCAI (14) Zeinab Abboud, Herve Lombaert, Samuel Kadoury
2025	J	`jnl`	echoGAN: Extending the field of view in Transthoracic Echocardiography through conditional GAN-based outpainting. Comput. Methods Programs Biomed. Matej Gazda, Jakub Gazda, Samuel Kadoury, Róbert Kanász, Peter Drotár
2024	—	`conf`	Cell-Level GNN-Based Prediction of Tumor Regression Grade in Colorectal Liver Metastases From Histopathology Images. ISBI Mohamed El Amine Elforaici, Feryel Azzi, Dominique Trudel, Bich Nguyen, Emmanuel Montagnon, An Tang, Simon Turcotte, Samuel Kadoury
2024	—	`conf`	Conditional 4D Motion Diffusion Models with Masked Observations to Forecast Deformations. MICCAI (6) Sylvain Thibeault, Liset Vázquez Romaguera, Samuel Kadoury
2024	—	`conf`	Dose Aware Toxicity Prediction in Head and Neck Cancer Patients Using a Deformable 3D CNN on Daily CBCT Acquisitions. ISBI Gautier Henique, Chulmin Bang, Daniel Markel, William Le, Edith Filion, Phuc Felix Ngyuen-Tan, Houda Bahig, Samuel Kadoury
2024	J	`jnl`	Evaluation of stenoses using AI video models applied to coronary angiography. npj Digit. Medicine Élodie Labrecque Langlais, Denis Corbin, Olivier Tastet, Ahmad Hayek, Gemina Doolub, Sebastián Mrad, Jean-Claude Tardif, Jean-François Tanguay, Guillaume Marquis-Gravel, Geoffrey H. Tison, Samuel Kadoury, William Le, Richard Gallo, Frederic Lesage, Robert Avram
2024	—	`conf`	Feature Tokenizer-Transformers with Self-Training for The Prediction of PD-L1 Expression of Non-Small Cell Lung Cancer from CT. ISBI Ralph Saber, Marion Tonneau, Sami Bahig, Julie Malo, Wiam Belkaid, Meriem Messaoudene, Nicole Bouchard, François Coulombe, Philippe Joubert, Houda Bahig, Simon Turcotte, Bertrand Routy, Samuel Kadoury
2024	A*	`conf`	Fully Distributed Shape Sensing of a Flexible Surgical Needle Using Optical Frequency Domain Reflectometry for Prostate Interventions. ICRA Jacynthe Francoeur, Dimitri A. Lezcano, Yernar Zhetpissov, Raman Kashyap, Iulian Iordachita, Samuel Kadoury
2024	J	`jnl`	Generative Adversarial Networks in Ultrasound Imaging: Extending Field of View Beyond Conventional Limits. CoRR Matej Gazda, Samuel Kadoury, Jakub Gazda, Peter Drotár
2024	J	`jnl`	Human-scale navigation of magnetic microrobots in hepatic arteries. Sci. Robotics Ning Li, Phillip Fei, Cyril Tous, Mahdi Rezaei Adariani, Marie-Lou Hautot, Inès Ouedraogo, Amina Hadjadj, Ivan P. Dimov, Quan Zhang, Simon Lessard, Zeynab Nosrati, Courtney N. Ng, Katayoun Saatchi, Urs O. Häfeli, Charles Tremblay, Samuel Kadoury, An Tang, Sylvain Martel, Gilles Soulez
2024	J	`jnl`	Image-level supervision and self-training for transformer-based cross-modality tumor segmentation. Medical Image Anal. Malo Alefsen de Boisredon d'Assier, Aloys Portafaix, Eugene Vorontsov, William Trung Le, Samuel Kadoury
2024	J	`jnl`	Robot-assisted biopsy sampling for online Raman spectroscopy cancer confirmation in the operating room. Int. J. Comput. Assist. Radiol. Surg. David Grajales, William Trung Le, Trang Tran, Sandryne David, Frédérick Dallaire, Katherine J. I. Ember, Frédéric Leblond, Cynthia Ménard, Samuel Kadoury
2024	—	`conf`	Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis. MICCAI (10) Zeinab Abboud, Herve Lombaert, Samuel Kadoury
2024	J	`jnl`	Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis. CoRR Zeinab Abboud, Hervé Lombaert, Samuel Kadoury
2023	J	`jnl`	A least square generative network based on invariant contrastive feature pair learning for multimodal MR image synthesis. Int. J. Comput. Assist. Radiol. Surg. Redha Touati, Samuel Kadoury
2023	J	`jnl`	Comparing 3D deformations between longitudinal daily CBCT acquisitions using CNN for head and neck radiotherapy toxicity prediction. CoRR William Trung Le, Chulmin Bang, Philippine Cordelle, Daniel Markel, Phuc Felix Nguyen-Tan, Houda Bahig, Samuel Kadoury
2023	J	`jnl`	Conditional-Based Transformer Network With Learnable Queries for 4D Deformation Forecasting and Tracking. IEEE Trans. Medical Imaging Liset Vázquez Romaguera, Stephanie Alley, Jean-François Carrier, Samuel Kadoury
2023	—	`conf`	End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction. ISBI Matej Gazda, Peter Drotár, Liset Vázquez Romaguera, Samuel Kadoury
2023	J	`jnl`	End-to-end Deformable Attention Graph Neural Network for Single-view Liver Mesh Reconstruction. CoRR Matej Gazda, Peter Drotár, Liset Vázquez Romaguera, Samuel Kadoury
2023	—	`conf`	Ensemble Tabnet Predicting a T-Cell/MHC-I-Based Immune Profile Biomarker for Colorectal Liver Metastases from CT Images. ISBI Ralph Saber, David Henault, Rolando Rebolledo, Simon Turcotte, Samuel Kadoury
2023	J	`jnl`	Image-level supervision and self-training for transformer-based cross-modality tumor segmentation. CoRR Malo de Boisredon, Eugene Vorontsov, William Trung Le, Samuel Kadoury
2023	B	`conf`	Impact of train- and test-time Hounsfield unit window variation on CT segmentation of liver lesions. Image Processing Zeinab Abboud, Samuel Kadoury
2023	—	`conf`	Intra-operative Forecasting of Standing Spine Shape with Articulated Neural Kernel Fields. MICCAI (9) Sylvain Thibeault, Stefan Parent, Samuel Kadoury
2023	—	`conf`	M-GenSeg: Domain Adaptation for Target Modality Tumor Segmentation with Annotation-Efficient Supervision. MICCAI (4) Malo de Boisredon, Eugene Vorontsov, Samuel Kadoury
2023	—	`conf`	Prediction of Head and Neck Radiotherapy Toxicity Using a Deformable 3D CNN on Longitudinal Daily CBCT Acquisitions. ISBI William Trung Le, Chulmin Bang, Philippine Cordelle, Daniel Markel, Phuc Felix Nguyen-Tan, Houda Bahig, Samuel Kadoury
2023	—	`conf`	Prediction of free-breathing 4DCT lung deformation using probabilistic motion auto-encoders. Image-Guided Procedures Emilie Ouraou, Liset Vázquez Romaguera, Marion Tonneau, Houda Bahig, Samuel Kadoury
2023	—	`conf`	RNA sequencing-based histological subtyping of non-small cell lung cancer with generative adversarial data imputation. BHI Ralph Saber, Bertrand Routy, Simon Turcotte, Samuel Kadoury
2023	J	`jnl`	Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction. CoRR Mohamed El Amine Elforaici, Emmanuel Montagnon, Francisco Perdigon Romero, William Trung Le, Feryel Azzi, Dominique Trudel, Bich Nguyen, Simon Turcotte, An Tang, Samuel Kadoury
2023	J	`jnl`	Shape and Flow Sensing in Arterial Image Guidance From UV Exposed Optical Fibers Based on Spatio-Temporal Networks. IEEE Trans. Biomed. Eng. Andrei Svecic, Jacynthe Francoeur, Gilles Soulez, Frederic Monet, Raman Kashyap, Samuel Kadoury
2023	J	`jnl`	The Liver Tumor Segmentation Benchmark (LiTS). Medical Image Anal. Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis, Adi Szeskin, Colin Jacobs, Gabriel Efrain Humpire Mamani, Gabriel Chartrand, Fabian Lohöfer, Julian Walter Holch, Wieland H. Sommer, Felix Hofmann, Alexandre Hostettler, Naama Lev-Cohain, Michal Drozdzal, Michal Marianne Amitai, Refael Vivanti, Jacob Sosna, Ivan Ezhov, Anjany Sekuboyina, Fernando Navarro, Florian Kofler, Johannes C. Paetzold, Suprosanna Shit, Xiaobin Hu, Jana Lipková, Markus Rempfler, Marie Piraud, Jan Kirschke, Benedikt Wiestler, Zhiheng Zhang, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Michela Antonelli, Woong Bae, Miriam Bellver, Lei Bi, Hao Chen, Grzegorz Chlebus, Erik B. Dam, Qi Dou, Chi-Wing Fu, Bogdan Georgescu, Xavier Giró-i-Nieto, Felix Grün, Xu Han, Pheng-Ann Heng, Jürgen Hesser, Jan Hendrik Moltz, Christian Igel, Fabian Isensee, Paul Jäger, Fucang Jia, Krishna Chaitanya Kaluva, Mahendra Khened, Ildoo Kim, Jae-Hun Kim, Sungwoong Kim, Simon Kohl, Tomasz K. Konopczynski, Avinash Kori, Ganapathy Krishnamurthi, Fan Li, Hongchao Li, Junbo Li, Xiaomeng Li, John S. Lowengrub, Jun Ma, Klaus H. Maier-Hein, Kevis-Kokitsi Maninis, Hans Meine, Dorit Merhof, Akshay Pai, Mathias Perslev, Jens Petersen, Jordi Pont-Tuset, Jin Qi, Xiaojuan Qi, Oliver Rippel, Karsten Roth, Ignacio Sarasua, Andrea Schenk, Zengming Shen, Jordi Torres, Christian Wachinger, Chunliang Wang, Leon Weninger, Jianrong Wu, Daguang Xu, Xiaoping Yang, Simon Chun-Ho Yu, Yading Yuan, Miao Yue, Liping Zhang, Manuel Jorge Cardoso, Spyridon Bakas, Rickmer Braren, Volker Heinemann, Christopher Pal, An Tang, Samuel Kadoury, Luc Soler, Bram van Ginneken, Hayit Greenspan, Leo Joskowicz, Bjoern H. Menze
2023	—	`conf`	Towards Real-Time Confirmation of Breast Cancer in the OR Using CNN-Based Raman Spectroscopy Classification. CaPTion@MICCAI David Grajales, William Le, Frédérick Dallaire, Guillaume Sheehy, Sandryne David, Trang Tran, Frédéric Leblond, Cynthia Ménard, Samuel Kadoury
2022	J	`jnl`	Abdominal motion tracking with free-breathing XD-GRASP acquisitions using spatio-temporal geodesic trajectories. Medical Biol. Eng. Comput. Rihab Mansour, Liset Vázquez Romaguera, Catherine Huet, Ahmed Bentridi, Kim-Nhien Vu, Jean-Sébastien Billiard, Guilllaume Gilbert, An Tang, Samuel Kadoury
2022	J	`jnl`	Correction to: Abdominal motion tracking with free‑breathing XD‑GRASP acquisitions using spatio‑temporal geodesic trajectories. Medical Biol. Eng. Comput. Rihab Mansour, Liset Vázquez Romaguera, Catherine Huet, Ahmed Bentridi, Kim-Nhien Vu, Jean-Sébastien Billiard, Guilllaume Gilbert, An Tang, Samuel Kadoury
2022	J	`jnl`	M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient Supervision. CoRR Malo Alefsen de Boisredon d'Assier, Eugene Vorontsov, Samuel Kadoury
2022	J	`jnl`	Population-based 3D respiratory motion modelling from convolutional autoencoders for 2D ultrasound-guided radiotherapy. Medical Image Anal. Tal Mezheritsky, Liset Vázquez Romaguera, William Le, Samuel Kadoury
2022	—	`conf`	Prediction of CD3 T-cell infiltration status in colorectal liver metastases: a radiomics-based imaging biomarker. Computer-Aided Diagnosis Ralph Saber, David Henault, Eugene Vorontsov, Emmanuel Montagnon, An Tang, Simon Turcotte, Samuel Kadoury
2022	J	`jnl`	Quantification and 3D Localization of Magnetically Navigated Superparamagnetic Particles Using MRI in Phantom and Swine Chemoembolization Models. IEEE Trans. Biomed. Eng. Ning Li, Cyril Tous, Ivan P. Dimov, Dominic Cadoret, Phillip Fei, Yasamin Majedi, Simon Lessard, Zeynab Nosrati, Katayoun Saatchi, Urs O. Häfeli, An Tang, Samuel Kadoury, Sylvain Martel, Gilles Soulez
2022	—	`conf`	Semi-Supervised Tumor Response Grade Classification from Histology Images of Colorectal Liver Metastases. ISBI Mohamed El Amine Elforaici, Emmanuel Montagnon, Feryel Azzi, Dominique Trudel, Bich Nguyen, Simon Turcotte, An Tang, Samuel Kadoury
2022	J	`jnl`	Towards annotation-efficient segmentation via image-to-image translation. Medical Image Anal. Eugene Vorontsov, Pavlo Molchanov, Matej Gazda, Christopher Beckham, Jan Kautz, Samuel Kadoury
2021	—	`conf`	Deformable Mri To Transrectal Ultrasound Registration For Prostate Interventions With Shape-Based Deep Variational Auto-Encoders. ISBI Shirin Shakeri, William Le, Cynthia Ménard, Samuel Kadoury
2021	J	`jnl`	Image-Guided Tethering Spine Surgery With Outcome Prediction Using Spatio-Temporal Dynamic Networks. IEEE Trans. Medical Imaging William Mandel, Reda Oulbacha, Marjolaine Roy-Beaudry, Stefan Parent, Samuel Kadoury
2021	—	`conf`	Intensity-Based Wasserstein Distance As A Loss Measure For Unsupervised Deformable Deep Registration. ISBI Roozbeh Shams, William Le, Adrien Weihs, Samuel Kadoury
2021	J	`jnl`	Intra-operative forecasting of growth modulation spine surgery outcomes with spatio-temporal dynamic networks. Int. J. Comput. Assist. Radiol. Surg. William Mandel, Stefan Parent, Samuel Kadoury
2021	—	`conf`	Label Noise in Segmentation Networks: Mitigation Must Deal with Bias. DGM4MICCAI/DALI@MICCAI Eugene Vorontsov, Samuel Kadoury
2021	J	`jnl`	Label noise in segmentation networks : mitigation must deal with bias. CoRR Eugene Vorontsov, Samuel Kadoury
2021	—	`conf`	Managing Class Imbalance in Multi-Organ CT Segmentation in Head and Neck Cancer Patients. ISBI Samuel Cros, Eugene Vorontsov, Samuel Kadoury
2021	—	`conf`	Multimodal Sensing Guidewire for C-Arm Navigation with Random UV Enhanced Optical Sensors Using Spatio-Temporal Networks. MICCAI (4) Andrei Svecic, Gilles Soulez, Frederic Monet, Raman Kashyap, Samuel Kadoury
2021	—	`conf`	Personalized Respiratory Motion Model Using Conditional Generative Networks for MR-Guided Radiotherapy. MICCAI (4) Liset Vázquez Romaguera, Tal Mezheritsky, Samuel Kadoury
2021	J	`jnl`	Predictive online 3D target tracking with population-based generative networks for image-guided radiotherapy. Int. J. Comput. Assist. Radiol. Surg. Liset Vázquez Romaguera, Tal Mezheritsky, Rihab Mansour, William Tanguay, Samuel Kadoury
2021	J	`jnl`	Probabilistic 4D predictive model from in-room surrogates using conditional generative networks for image-guided radiotherapy. Medical Image Anal. Liset Vázquez Romaguera, Tal Mezheritsky, Rihab Mansour, Jean-François Carrier, Samuel Kadoury
2020	J	`jnl`	3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications. CoRR Hongliang Li, Tal Mezheritsky, Liset Vázquez Romaguera, Samuel Kadoury
2020	—	`conf`	3D Ultrasound Generation from Partial 2D Observations Using Fully Convolutional and Spatial Transformation Networks. ISBI Tal Mezheritsky, Liset Vázquez Romaguera, Samuel Kadoury
2020	J	`jnl`	A Normalized Fully Convolutional Approach to Head and Neck Cancer Outcome Prediction. CoRR William Le, Francisco Perdigón Romero, Samuel Kadoury
2020	J	`jnl`	Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. IEEE Trans. Medical Imaging Yiming Xiao, Andreas Maier, Wolfgang Wein, Roozbeh Shams, Samuel Kadoury, David Drobny, Marc Modat, Ingerid Reinertsen, Hassan Rivaz, Matthieu Chabanas, Maryse Fortin, Inês Machado, Yangming Ou, Mattias P. Heinrich, Julia A. Schnabel, Xia Zhong
2020	—	`conf`	Evaluation of intensity-based deformable registration of multi-parametric MRI for radiomics analysis of the prostate. Biomedical Applications in Molecular, Structural, and Functional Imaging Stephanie Alley, Andrey Fedorov, Cynthia Ménard, Samuel Kadoury
2020	A*	`conf`	High-Resolution Optical Fiber Shape Sensing of Continuum Robots: A Comparative Study ICRA Frederic Monet, Shahriar Sefati, Pierre Lorre, Arthur Poiffaut, Samuel Kadoury, Mehran Armand, Iulian Iordachita, Raman Kashyap
2020	—	`conf`	Intra-operative Forecasting of Growth Modulation Spine Surgery Outcomes with Spatio-Temporal Dynamic Networks. MICCAI (1) William Mandel, Stefan Parent, Samuel Kadoury
2020	—	`conf`	MRI to CT Synthesis of the Lumbar Spine from a Pseudo-3D Cycle GAN. ISBI Reda Oulbacha, Samuel Kadoury
2020	J	`jnl`	Pre-clinical evaluation of an image-guided in-situ Raman spectroscopy navigation system for targeted prostate cancer interventions. Int. J. Comput. Assist. Radiol. Surg. Roozbeh Shams, Fabien Picot, David Grajales, Guillaume Sheehy, Frédérick Dallaire, Mirela Birlea, Fred Saad, Dominique Trudel, Cynthia Ménard, Frédéric Leblond, Samuel Kadoury
2020	J	`jnl`	Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach. J. Digit. Imaging Ahmad Maaref, Francisco Perdigón Romero, Emmanuel Montagnon, Milena Cerny, Bich Nguyen, Franck Vandenbroucke-Menu, Geneviève Soucy, Simon Turcotte, An Tang, Samuel Kadoury
2020	J	`jnl`	Prediction of in-plane organ deformation during free-breathing radiotherapy via discriminative spatial transformer networks. Medical Image Anal. Liset Vázquez Romaguera, Rosalie Plantefève, Francisco Perdigón Romero, François Hébert, Jean-François Carrier, Samuel Kadoury
2020	J	`jnl`	Prediction of inter-fractional radiotherapy dose plans with domain translation in spatiotemporal embeddings. Medical Image Anal. Andrei Svecic, David Roberge, Samuel Kadoury
2019	J	`jnl`	Automatic self-gated 4D-MRI construction from free-breathing 2D acquisitions applied on liver images. Int. J. Comput. Assist. Radiol. Surg. Liset Vázquez Romaguera, Nils Olofsson, Rosalie Plantefève, Elodie Lugez, Jacques A. de Guise, Samuel Kadoury
2019	J	`jnl`	Boosting segmentation with weak supervision from image-to-image translation. CoRR Eugene Vorontsov, Pavlo Molchanov, Wonmin Byeon, Shalini De Mello, Varun Jampani, Ming-Yu Liu, Samuel Kadoury, Jan Kautz
2019	—	`conf`	Deformable MRI-TRUS surface registration from statistical deformation models of the prostate. Image-Guided Procedures Shirin Shakeri, Cynthia Ménard, Rui Lopes, Samuel Kadoury
2019	—	`conf`	End-To-End Discriminative Deep Network For Liver Lesion Classification. ISBI Francisco Perdigón Romero, Andre Diler, Gabriel Bisson-Gregoire, Simon Turcotte, Real Lapointe, Franck Vandenbroucke-Menu, An Tang, Samuel Kadoury
2019	J	`jnl`	End-to-End Discriminative Deep Network for Liver Lesion Classification. CoRR Francisco Perdigón Romero, Andre Diler, Gabriel Bisson-Gregoire, Simon Turcotte, Real Lapointe, Franck Vandenbroucke-Menu, An Tang, Samuel Kadoury
2019	J	`jnl`	Intra-Arterial Image Guidance With Optical Frequency Domain Reflectometry Shape Sensing. IEEE Trans. Medical Imaging Francois Parent, Maxime Gerard, Frederic Monet, Sebastien Loranger, Gilles Soulez, Raman Kashyap, Samuel Kadoury
2019	J	`jnl`	Multi-Level Batch Normalization In Deep Networks For Invasive Ductal Carcinoma Cell Discrimination In Histopathology Images. CoRR Francisco Perdigón Romero, An Tang, Samuel Kadoury
2019	—	`conf`	Multi-Level Batch Normalization in Deep Networks for Invasive Ductal Carcinoma Cell Discrimination in Histopathology Images. ISBI Francisco Perdigón Romero, An Tang, Samuel Kadoury
2019	J	`jnl`	Prediction outcomes for anterior vertebral body growth modulation surgery from discriminant spatiotemporal manifolds. Int. J. Comput. Assist. Radiol. Surg. William Mandel, Olivier Turcot, Dejan Knez, Stefan Parent, Samuel Kadoury
2019	—	`conf`	Quantitative analysis of 4D MR volume reconstruction methods from dynamic slice acquisitions. Image-Guided Procedures Liset Vázquez Romaguera, Rosalie Plantefève, Samuel Kadoury
2019	J	`jnl`	The Liver Tumor Segmentation Benchmark (LiTS). CoRR Patrick Bilic, Patrick Ferdinand Christ, Eugene Vorontsov, Grzegorz Chlebus, Hao Chen, Qi Dou, Chi-Wing Fu, Xiao Han, Pheng-Ann Heng, Jürgen Hesser, Samuel Kadoury, Tomasz K. Konopczynski, Miao Le, Chunming Li, Xiaomeng Li, Jana Lipková, John S. Lowengrub, Hans Meine, Jan Hendrik Moltz, Chris Pal, Marie Piraud, Xiaojuan Qi, Jin Qi, Markus Rempfler, Karsten Roth, Andrea Schenk, Anjany Sekuboyina, Ping Zhou, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Felix Grün, Georgios Kaissis, Fabian Lohöfer, Rickmer Braren, Julian Holch, Felix Hofmann, Wieland H. Sommer, Volker Heinemann, Colin Jacobs, Gabriel Efrain Humpire Mamani, Bram van Ginneken, Gabriel Chartrand, An Tang, Michal Drozdzal, Avi Ben-Cohen, Eyal Klang, Michal Marianne Amitai, Eli Konen, Hayit Greenspan, Johan Moreau, Alexandre Hostettler, Luc Soler, Refael Vivanti, Adi Szeskin, Naama Lev-Cohain, Jacob Sosna, Leo Joskowicz, Bjoern H. Menze
2018	—	`conf`	Asymmetry quantification from reflectance images of orthotic patients using structural similarity metrics. Computer-Aided Diagnosis Marc-Antoine Boucher, Nicolas Watts, Frederic Gremillet, Philippe Legare, Samuel Kadoury
2018	—	`conf`	Blood-Flow Estimation in the Hepatic Arteries Based on 3D/2D Angiography Registration. CVII-STENT/LABELS@MICCAI Simon Lessard, Rosalie Plantefève, François Michaud, Catherine Huet, Gilles Soulez, Samuel Kadoury
2018	J	`jnl`	Classification of Alzheimer's and MCI Patients from Semantically Parcelled PET Images: A Comparison between AV45 and FDG-PET. Int. J. Biomed. Imaging Seyed Hossein Nozadi, Samuel Kadoury, Alzheimer's Disease Neuroimaging Initiative
2018	—	`conf`	Computer-assisted pedicle screw placement planning: Towards clinical practice. ISBI Dejan Knez, Imad S. Nahle, Tomaz Vrtovec, Stefan Parent, Samuel Kadoury
2018	J	`jnl`	Convolutional networks for kidney segmentation in contrast-enhanced CT scans. Comput. methods Biomech. Biomed. Eng. Imaging Vis. William E. Thong, Samuel Kadoury, Nicolas Piché, Christopher J. Pal
2018	—	`conf`	Dilatation of Lateral Ventricles with Brain Volumes in Infants with 3D Transfontanelle US. MICCAI (3) Marc-Antoine Boucher, Sarah Lippé, Amélie Damphousse, Ramy El-Jalbout, Samuel Kadoury
2018	J	`jnl`	Dilatation of Lateral Ventricles with Brain Volumes in Infants with 3D Transfontanelle US. CoRR Marc-Antoine Boucher, Sarah Lippé, Amélie Damphousse, Ramy El-Jalbout, Samuel Kadoury
2018	—	`conf`	Inter-vertebral disk modelling from pairs of segmented vertebral models using trainable pre-processing networks. ISBI Mahsa Shakeri, Imad S. Nahle, Eric Finley, Samuel Kadoury
2018	—	`conf`	Intra-operative Brain Shift Correction with Weighted Locally Linear Correlations of 3DUS and MRI. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI Roozbeh Shams, Marc-Antoine Boucher, Samuel Kadoury
2018	J	`jnl`	Learning normalized inputs for iterative estimation in medical image segmentation. Medical Image Anal. Michal Drozdzal, Gabriel Chartrand, Eugene Vorontsov, Mahsa Shakeri, Lisa Di-Jorio, An Tang, Adriana Romero, Yoshua Bengio, Chris Pal, Samuel Kadoury
2018	—	`conf`	Liver lesion segmentation informed by joint liver segmentation. ISBI Eugene Vorontsov, An Tang, Chris Pal, Samuel Kadoury
2018	—	`conf`	Spatiotemporal Manifold Prediction Model for Anterior Vertebral Body Growth Modulation Surgery in Idiopathic Scoliosis. MICCAI (4) William Mandel, Olivier Turcot, Dejan Knez, Stefan Parent, Samuel Kadoury
2018	J	`jnl`	Spatiotemporal Manifold Prediction Model for Anterior Vertebral Body Growth Modulation Surgery in Idiopathic Scoliosis. CoRR William Mandel, Olivier Turcot, Dejan Knez, Stefan Parent, Samuel Kadoury
2017	J	`jnl`	3-D Morphology Prediction of Progressive Spinal Deformities From Probabilistic Modeling of Discriminant Manifolds. IEEE Trans. Medical Imaging Samuel Kadoury, William Mandel, Marjolaine Roy-Beaudry, Marie-Lyne Nault, Stefan Parent
2017	—	`conf`	3D Cobb Angle Measurements from Scoliotic Mesh Models with Varying Face-Vertex Density. MSKI@MICCAI Uros Petkovic, Robert Korez, Stefan Parent, Samuel Kadoury, Tomaz Vrtovec
2017	J	`jnl`	3D Morphology Prediction of Progressive Spinal Deformities from Probabilistic Modeling of Discriminant Manifolds. CoRR Samuel Kadoury, William Mandel, Marjolaine Roy-Beaudry, Marie-Lyne Nault, Stefan Parent
2017	J	`jnl`	Geometric modeling of hepatic arteries in 3D ultrasound with unsupervised MRA fusion during liver interventions. Int. J. Comput. Assist. Radiol. Surg. Maxime Gerard, François Michaud, Alexandre Bigot, An Tang, Gilles Soulez, Samuel Kadoury
2017	J	`jnl`	Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation. CoRR Michal Drozdzal, Gabriel Chartrand, Eugene Vorontsov, Lisa Di-Jorio, An Tang, Adriana Romero, Yoshua Bengio, Chris Pal, Samuel Kadoury
2017	J	`jnl`	Liver lesion segmentation informed by joint liver segmentation. CoRR Eugene Vorontsov, Gabriel Chartrand, An Tang, Chris Pal, Samuel Kadoury
2017	J	`jnl`	Metastatic liver tumour segmentation with a neural network-guided 3D deformable model. Medical Biol. Eng. Comput. Eugene Vorontsov, An Tang, David Roy, Christopher J. Pal, Samuel Kadoury
2017	A*	`conf`	On orthogonality and learning recurrent networks with long term dependencies. ICML Eugene Vorontsov, Chiheb Trabelsi, Samuel Kadoury, Chris Pal
2017	J	`jnl`	On orthogonality and learning recurrent networks with long term dependencies. CoRR Eugene Vorontsov, Chiheb Trabelsi, Samuel Kadoury, Chris Pal
2017	—	`conf`	Robust Automatic Graph-Based Skeletonization of Hepatic Vascular Trees. CVII-STENT/LABELS@MICCAI Rosalie Plantefève, Samuel Kadoury, An Tang, Igor Peterlík
2017	—	`conf`	Sub-cortical shape morphology and voxel-based features for Alzheimer's disease classification. ISBI Shashank Tripathi, Seyed Hossein Nozadi, Mahsa Shakeri, Samuel Kadoury
2017	—	`conf`	UV Exposed Optical Fibers with Frequency Domain Reflectometry for Device Tracking in Intra-arterial Procedures. MICCAI (2) Francois Parent, Maxime Gerard, Raman Kashyap, Samuel Kadoury
2016	—	`conf`	3D shape tracking of minimally invasive medical instruments using optical frequency domain reflectometry. Image-Guided Procedures Francois Parent, Koushik Kanti Mandal, Sebastien Loranger, Eric Hideki Watanabe Fernandes, Raman Kashyap, Samuel Kadoury
2016	—	`conf`	3D vascular path planning of chemo-embolizations using segmented hepatic arteries from MR angiography. ISBI Anais Badoual, Maxime Gerard, Benjamin De Leener, Nadine Abi-Jaoudeh, Samuel Kadoury
2016	—	`conf`	A real-time remote video streaming platform for ultrasound imaging. EMBC Mehdi Ahmadi, Warren J. Gross, Samuel Kadoury
2016	—	`conf`	Classification of Progressive and Non-progressive Scoliosis Patients Using Discriminant Manifolds. CSI@MICCAI William Mandel, Robert Korez, Marie-Lyne Nault, Stefan Parent, Samuel Kadoury
2016	—	`conf`	Deep Spectral-Based Shape Features for Alzheimer's Disease Classification. SeSAMI@MICCAI Mahsa Shakeri, Hervé Lombaert, Shashank Tripathi, Samuel Kadoury
2016	—	`conf`	Prior-Based Coregistration and Cosegmentation. MICCAI (2) Mahsa Shakeri, Enzo Ferrante, Stavros Tsogkas, Sarah Lippé, Samuel Kadoury, Iasonas Kokkinos, Nikos Paragios
2016	J	`jnl`	Prior-based Coregistration and Cosegmentation. CoRR Mahsa Shakeri, Enzo Ferrante, Stavros Tsogkas, Sarah Lippé, Samuel Kadoury, Iasonas Kokkinos, Nikos Paragios
2016	—	`conf`	Sparse and multi-object pose+shape modeling of the three-dimensional scoliotic spine. ISBI Robert Korez, Benjamin Aubert, Thierry Cresson, Stefan Parent, Tomaz Vrtovec, Jacques A. de Guise, Samuel Kadoury
2016	J	`jnl`	Statistical shape analysis of subcortical structures using spectral matching. Comput. Medical Imaging Graph. Mahsa Shakeri, Herve Lombaert, Alexandre N. Datta, Nadine Oser, Laurent Létourneau-Guillon, Laurence Vincent Lapointe, Florence Martin, Domitille Malfait, Alan Tucholka, Sarah Lippé, Samuel Kadoury
2016	—	`conf`	Sub-cortical brain structure segmentation using F-CNN'S. ISBI Mahsa Shakeri, Stavros Tsogkas, Enzo Ferrante, Sarah Lippé, Samuel Kadoury, Nikos Paragios, Iasonas Kokkinos
2016	J	`jnl`	Sub-cortical brain structure segmentation using F-CNN's. CoRR Mahsa Shakeri, Stavros Tsogkas, Enzo Ferrante, Sarah Lippé, Samuel Kadoury, Nikos Paragios, Iasonas Kokkinos
2016	—	`conf`	The Importance of Skip Connections in Biomedical Image Segmentation. LABELS/DLMIA@MICCAI Michal Drozdzal, Eugene Vorontsov, Gabriel Chartrand, Samuel Kadoury, Chris Pal
2016	J	`jnl`	The Importance of Skip Connections in Biomedical Image Segmentation. CoRR Michal Drozdzal, Eugene Vorontsov, Gabriel Chartrand, Samuel Kadoury, Chris Pal
2016	J	`jnl`	Vessel-based registration of an optical shape sensing catheter for MR navigation. Int. J. Comput. Assist. Radiol. Surg. Koushik Mandal, Francois Parent, Sylvain Martel, Raman Kashyap, Samuel Kadoury
2016	—	`conf`	Visualization of hepatic arteries with 3D ultrasound during intra-arterial therapies. Image-Guided Procedures Maxime Gérard, An Tang, Anaïs Badoual, François Michaud, Alexandre Bigot, Gilles Soulez, Samuel Kadoury
2015	J	`jnl`	Automatic Segmentation of the Spinal Cord and Spinal Canal Coupled With Vertebral Labeling. IEEE Trans. Medical Imaging Benjamin De Leener, Julien Cohen-Adad, Samuel Kadoury
2015	—	`conf`	Calibration of a needle tracking device with fiber Bragg grating sensors. Image-Guided Procedures Koushik Kanti Mandal, Francois Parent, Sylvain Martel, Raman Kashyap, Samuel Kadoury
2015	—	`conf`	Classification of Alzheimer's Disease Using Discriminant Manifolds of Hippocampus Shapes. MLMMI@ICML Mahsa Shakeri, Hervé Lombaert, Samuel Kadoury
2015	J	`jnl`	Metastatic liver tumour segmentation from discriminant Grassmannian manifolds. CoRR Samuel Kadoury, Eugene Vorontsov, An Tang
2014	—	`conf`	3D Spine Reconstruction of Postoperative Patients from Multi-level Manifold Ensembles. MICCAI (3) Samuel Kadoury, Hubert Labelle, Stefan Parent
2014	B	`conf`	Automatic 3D segmentation of spinal cord MRI using propagated deformable models. Image Processing Benjamin De Leener, Julien Cohen-Adad, Samuel Kadoury
2014	J	`jnl`	Global geometric torsion estimation in adolescent idiopathic scoliosis. Medical Biol. Eng. Comput. Samuel Kadoury, Jesse Shen, Stefan Parent
2014	B	`conf`	Groupwise shape analysis of the hippocampus using spectral matching. Image Processing Mahsa Shakeri, Hervé Lombaert, Sarah Lippé, Samuel Kadoury
2014	—	`conf`	Metastatic Liver Tumor Segmentation Using Texture-Based Omni-Directional Deformable Surface Models. ABDI@MICCAI Eugene Vorontsov, Nadine Abi-Jaoudeh, Samuel Kadoury
2014	J	`jnl`	Robust, accurate and fast automatic segmentation of the spinal cord. NeuroImage Benjamin De Leener, Samuel Kadoury, Julien Cohen-Adad
2013	—	`conf`	Higher-Order CRF Tumor Segmentation with Discriminant Manifold Potentials. MICCAI (1) Samuel Kadoury, Nadine Abi-Jaoudeh, Pablo A. Valdes
2013	—	`conf`	Towards cone-beam CT thermometry. Image-Guided Procedures Ming Li, Nadine Abi-Jaoudeh, Ankur Kapoor, Samuel Kadoury, Sheng Xu, Niels J. Noordhoek, Alessandro Radaelli, Bart Carelsen, Bradford J. Wood
2012	—	`conf`	A model-based registration approach of preoperative MRI with 3D ultrasound of the liver for Interventional guidance procedures. ISBI Samuel Kadoury, Lyubomir Zagorchev, Bradford J. Wood, Aradhana Venkatesan, Jürgen Weese, James Jago, Jochen Kruecker
2012	—	`conf`	Graph-based surface extraction of the liver using locally adaptive priors for multimodal interventional image registration. Image-Guided Procedures Samuel Kadoury, Bradford J. Wood, Aradhana M. Venkatesan, Roberto Ardon, James Jago, Jochen Kruecker
2012	—	`conf`	Manifold-constrained embeddings for the detection of white matter lesions in brain MRI. ISBI Samuel Kadoury, Güray Erus, Evangelia I. Zacharaki, Nikos Paragios, Christos Davatzikos
2012	—	`conf`	Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI. MLMI Samuel Kadoury, Güray Erus, Christos Davatzikos
2011	A	`conf`	3D Model-based Reconstruction of the Proximal Femur from Low-dose Biplanar X-Ray Images. BMVC Haithem Boussaid, Samuel Kadoury, Iasonas Kokkinos, Jean-Yves Lazennec, Guoyan Zheng, Nikos Paragios
2011	—	`conf`	Accuracy assessment of an automatic image-based PET/CT registration for ultrasound-guided biopsies and ablations. Image-Guided Procedures Samuel Kadoury, Bradford J. Wood, Aradhana M. Venkatesan, Sandeep Dalal, Sheng Xu, Jochen Kruecker
2011	J	`jnl`	Automatic inference of articulated spine models in CT images using high-order Markov Random Fields. Medical Image Anal. Samuel Kadoury, Hubert Labelle, Nikos Paragios
2010	—	`conf`	Multimodal inference of articulated spine models from higher order energy functions of discrete MRFS. ISBI Samuel Kadoury, Nikos Paragios
2010	—	`conf`	Nonlinear Embedding towards Articulated Spine Shape Inference Using Higher-Order MRFs. MICCAI (3) Samuel Kadoury, Nikos Paragios
2010	—	`conf`	Realtime TRUS/MRI Fusion Targeted-Biopsy for Prostate Cancer: A Clinical Demonstration of Increased Positive Biopsy Rates. Prostate Cancer Imaging Samuel Kadoury, Pingkun Yan, Sheng Xu, Neil D. Glossop, Peter L. Choyke, Baris Turkbey, Peter A. Pinto, Bradford J. Wood, Jochen Kruecker
2010	J	`jnl`	Self-Calibration of Biplanar Radiographic Images Through Geometric Spine Shape Descriptors. IEEE Trans. Biomed. Eng. Samuel Kadoury, Farida Cheriet, Hubert Labelle
2009	J	`jnl`	Personalized X-Ray 3-D Reconstruction of the Scoliotic Spine From Hybrid Statistical and Image-Based Models. IEEE Trans. Medical Imaging Samuel Kadoury, Farida Cheriet, Hubert Labelle
2009	—	`conf`	Segmentation of Scoliotic Spine Silhouettes from Enhanced Biplanar X-Rays Using a Prior Knowledge Bayesian Framework. ISBI Samuel Kadoury, Farida Cheriet, Hubert Labelle
2009	—	`conf`	Surface/Volume-Based Articulated 3D Spine Inference through Markov Random Fields. MICCAI (1) Samuel Kadoury, Nikos Paragios
2008	—	`conf`	A statistical image-based approach for the 3D reconstruction of the scoliotic spine from biplanar radiographs. ISBI Samuel Kadoury, Farida Cheriet, Hubert Labelle
2007	J	`jnl`	A Novel System for the 3-D Reconstruction of the Human Spine and Rib Cage From Biplanar X-Ray Images. IEEE Trans. Biomed. Eng. Farida Cheriet, Catherine Laporte, Samuel Kadoury, Hubert Labelle, Jean Dansereau
2007	J	`jnl`	A versatile 3D reconstruction system of the spine and pelvis for clinical assessment of spinal deformities. Medical Biol. Eng. Comput. Samuel Kadoury, Farida Cheriet, Catherine Laporte, Hubert Labelle
2007	J	`jnl`	Face detection in gray scale images using locally linear embeddings. Comput. Vis. Image Underst. Samuel Kadoury, Martin D. Levine
2007	—	`conf`	Fusion of Intracardiac Ultrasound with 3D Cardiac C-Arm CT from Animal Data for Electrophysiology. Bildverarbeitung für die Medizin Matthias John, Yiyong Sun, Samuel Kadoury, Wolfgang Wein, Yong Li, Jeff Resnick, Gerry Plambeck, Ann Dempsey, Amin Al-Ahmad, Rebecca Fahrig, Frank Sauer
2007	—	`conf`	Image Guidance of Intracardiac Ultrasound with Fusion of Pre-operative Images. MICCAI (1) Yiyong Sun, Samuel Kadoury, Yong Li, Matthias John, Jeff Resnick, Gerry Plambeck, Rui Liao, Frank Sauer, Chenyang Xu
2006	—	`conf`	Finding Faces in Gray Scale Images Using Locally Linear Embeddings. CIVR Samuel Kadoury, Martin D. Levine