Finding Faces in Gray Scale Images Using Locally Linear Embeddings. - Samuel Kadoury; Martin D. Levine (CIVR, 2006)

Fusion of Intracardiac Ultrasound with 3D Cardiac C-Arm CT from Animal Data for Electrophysiology. - Matthias John 001; Yiyong Sun; Samuel Kadoury; Wolfgang Wein; Yong Li 010; Jeff Resnick; Gerry Plambeck; Ann Dempsey; Amin Al-Ahmad; Rebecca Fahrig; Frank Sauer (Bildverarbeitung für die Medizin, 2007)

Image Guidance of Intracardiac Ultrasound with Fusion of Pre-operative Images. - Yiyong Sun; Samuel Kadoury; Yong Li 010; Matthias John 001; Jeff Resnick; Gerry Plambeck; Rui Liao; Frank Sauer; Chenyang Xu 001 (MICCAI (1), 2007)

Face detection in gray scale images using locally linear embeddings. - Samuel Kadoury; Martin D. Levine (Comput. Vis. Image Underst., 2007)

A versatile 3D reconstruction system of the spine and pelvis for clinical assessment of spinal deformities. - Samuel Kadoury; Farida Cheriet; Catherine Laporte; Hubert Labelle (Medical Biol. Eng. Comput., 2007)

A Novel System for the 3-D Reconstruction of the Human Spine and Rib Cage From Biplanar X-Ray Images. - Farida Cheriet; Catherine Laporte; Samuel Kadoury; Hubert Labelle; Jean Dansereau (IEEE Trans. Biomed. Eng., 2007)

A statistical image-based approach for the 3D reconstruction of the scoliotic spine from biplanar radiographs. - Samuel Kadoury; Farida Cheriet; Hubert Labelle (ISBI, 2008)

Segmentation of Scoliotic Spine Silhouettes from Enhanced Biplanar X-Rays Using a Prior Knowledge Bayesian Framework. - Samuel Kadoury; Farida Cheriet; Hubert Labelle (ISBI, 2009)

Surface/Volume-Based Articulated 3D Spine Inference through Markov Random Fields. - Samuel Kadoury; Nikos Paragios (MICCAI (1), 2009)

Personalized X-Ray 3-D Reconstruction of the Scoliotic Spine From Hybrid Statistical and Image-Based Models. - Samuel Kadoury; Farida Cheriet; Hubert Labelle (IEEE Trans. Medical Imaging, 2009)

Multimodal inference of articulated spine models from higher order energy functions of discrete MRFS. - Samuel Kadoury; Nikos Paragios (ISBI, 2010)

Nonlinear Embedding towards Articulated Spine Shape Inference Using Higher-Order MRFs. - Samuel Kadoury; Nikos Paragios (MICCAI (3), 2010)

Realtime TRUS/MRI Fusion Targeted-Biopsy for Prostate Cancer: A Clinical Demonstration of Increased Positive Biopsy Rates. - Samuel Kadoury; Pingkun Yan; Sheng Xu 001; Neil D. Glossop; Peter L. Choyke; Baris Turkbey; Peter A. Pinto; Bradford J. Wood; Jochen Kruecker (Prostate Cancer Imaging, 2010)

Self-Calibration of Biplanar Radiographic Images Through Geometric Spine Shape Descriptors. - Samuel Kadoury; Farida Cheriet; Hubert Labelle (IEEE Trans. Biomed. Eng., 2010)

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 (BMVC, 2011)

Accuracy assessment of an automatic image-based PET/CT registration for ultrasound-guided biopsies and ablations. - Samuel Kadoury; Bradford J. Wood; Aradhana M. Venkatesan; Sandeep Dalal; Sheng Xu 001; Jochen Kruecker (Image-Guided Procedures, 2011)

Automatic inference of articulated spine models in CT images using high-order Markov Random Fields. - Samuel Kadoury; Hubert Labelle; Nikos Paragios (Medical Image Anal., 2011)

Manifold-constrained embeddings for the detection of white matter lesions in brain MRI. - Samuel Kadoury; Güray Erus; Evangelia I. Zacharaki; Nikos Paragios; Christos Davatzikos (ISBI, 2012)

A model-based registration approach of preoperative MRI with 3D ultrasound of the liver for Interventional guidance procedures. - Samuel Kadoury; Lyubomir Zagorchev; Bradford J. Wood; Aradhana Venkatesan; Jürgen Weese; James Jago; Jochen Kruecker (ISBI, 2012)

Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI. - Samuel Kadoury; Güray Erus; Christos Davatzikos (MLMI, 2012)

Graph-based surface extraction of the liver using locally adaptive priors for multimodal interventional image registration. - Samuel Kadoury; Bradford J. Wood; Aradhana M. Venkatesan; Roberto Ardon; James Jago; Jochen Kruecker (Image-Guided Procedures, 2012)

Higher-Order CRF Tumor Segmentation with Discriminant Manifold Potentials. - Samuel Kadoury; Nadine Abi-Jaoudeh; Pablo A. Valdes (MICCAI (1), 2013)

Towards cone-beam CT thermometry. - Ming Li 052; Nadine Abi-Jaoudeh; Ankur Kapoor; Samuel Kadoury; Sheng Xu 001; Niels J. Noordhoek; Alessandro Radaelli; Bart Carelsen; Bradford J. Wood (Image-Guided Procedures, 2013)

3D Spine Reconstruction of Postoperative Patients from Multi-level Manifold Ensembles. - Samuel Kadoury; Hubert Labelle; Stefan Parent (MICCAI (3), 2014)

Metastatic Liver Tumor Segmentation Using Texture-Based Omni-Directional Deformable Surface Models. - Eugene Vorontsov; Nadine Abi-Jaoudeh; Samuel Kadoury (ABDI@MICCAI, 2014)

Automatic 3D segmentation of spinal cord MRI using propagated deformable models. - Benjamin De Leener; Julien Cohen-Adad; Samuel Kadoury (Image Processing, 2014)

Groupwise shape analysis of the hippocampus using spectral matching. - Mahsa Shakeri; Hervé Lombaert; Sarah Lippé; Samuel Kadoury (Image Processing, 2014)

Global geometric torsion estimation in adolescent idiopathic scoliosis. - Samuel Kadoury; Jesse Shen; Stefan Parent (Medical Biol. Eng. Comput., 2014)

Robust, accurate and fast automatic segmentation of the spinal cord. - Benjamin De Leener; Samuel Kadoury; Julien Cohen-Adad (NeuroImage, 2014)

Classification of Alzheimer's Disease Using Discriminant Manifolds of Hippocampus Shapes. - Mahsa Shakeri; Hervé Lombaert; Samuel Kadoury (MLMMI@ICML, 2015)

Calibration of a needle tracking device with fiber Bragg grating sensors. - Koushik Kanti Mandal; Francois Parent; Sylvain Martel; Raman Kashyap; Samuel Kadoury (Image-Guided Procedures, 2015)

Metastatic liver tumour segmentation from discriminant Grassmannian manifolds. - Samuel Kadoury; Eugene Vorontsov; An Tang (CoRR, 2015)

Automatic Segmentation of the Spinal Cord and Spinal Canal Coupled With Vertebral Labeling. - Benjamin De Leener; Julien Cohen-Adad; Samuel Kadoury (IEEE Trans. Medical Imaging, 2015)

A real-time remote video streaming platform for ultrasound imaging. - Mehdi Ahmadi; Warren J. Gross; Samuel Kadoury (EMBC, 2016)

3D vascular path planning of chemo-embolizations using segmented hepatic arteries from MR angiography. - Anais Badoual; Maxime Gerard; Benjamin De Leener; Nadine Abi-Jaoudeh; Samuel Kadoury (ISBI, 2016)

Sparse and multi-object pose+shape modeling of the three-dimensional scoliotic spine. - Robert Korez; Benjamin Aubert; Thierry Cresson; Stefan Parent; Tomaz Vrtovec; Jacques A. de Guise; Samuel Kadoury (ISBI, 2016)

Sub-cortical brain structure segmentation using F-CNN'S. - Mahsa Shakeri; Stavros Tsogkas; Enzo Ferrante; Sarah Lippé; Samuel Kadoury; Nikos Paragios; Iasonas Kokkinos (ISBI, 2016)

The Importance of Skip Connections in Biomedical Image Segmentation. - Michal Drozdzal; Eugene Vorontsov; Gabriel Chartrand; Samuel Kadoury; Chris Pal (LABELS/DLMIA@MICCAI, 2016)

Classification of Progressive and Non-progressive Scoliosis Patients Using Discriminant Manifolds. - William Mandel; Robert Korez; Marie-Lyne Nault; Stefan Parent; Samuel Kadoury (CSI@MICCAI, 2016)

Prior-Based Coregistration and Cosegmentation. - Mahsa Shakeri; Enzo Ferrante; Stavros Tsogkas; Sarah Lippé; Samuel Kadoury; Iasonas Kokkinos; Nikos Paragios (MICCAI (2), 2016)

Deep Spectral-Based Shape Features for Alzheimer's Disease Classification. - Mahsa Shakeri; Hervé Lombaert; Shashank Tripathi; Samuel Kadoury (SeSAMI@MICCAI, 2016)

Visualization of hepatic arteries with 3D ultrasound during intra-arterial therapies. - Maxime Gérard; An Tang; Anaïs Badoual; François Michaud; Alexandre Bigot; Gilles Soulez; Samuel Kadoury (Image-Guided Procedures, 2016)

3D shape tracking of minimally invasive medical instruments using optical frequency domain reflectometry. - Francois Parent; Koushik Kanti Mandal; Sebastien Loranger; Eric Hideki Watanabe Fernandes; Raman Kashyap; Samuel Kadoury (Image-Guided Procedures, 2016)

Vessel-based registration of an optical shape sensing catheter for MR navigation. - Koushik Mandal; Francois Parent; Sylvain Martel; Raman Kashyap; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2016)

Statistical shape analysis of subcortical structures using spectral matching. - 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 (Comput. Medical Imaging Graph., 2016)

On orthogonality and learning recurrent networks with long term dependencies. - Eugene Vorontsov; Chiheb Trabelsi; Samuel Kadoury; Chris Pal (ICML, 2017)

Sub-cortical shape morphology and voxel-based features for Alzheimer's disease classification. - Shashank Tripathi; Seyed Hossein Nozadi; Mahsa Shakeri; Samuel Kadoury (ISBI, 2017)

UV Exposed Optical Fibers with Frequency Domain Reflectometry for Device Tracking in Intra-arterial Procedures. - Francois Parent; Maxime Gerard; Raman Kashyap; Samuel Kadoury (MICCAI (2), 2017)

3D Cobb Angle Measurements from Scoliotic Mesh Models with Varying Face-Vertex Density. - Uros Petkovic; Robert Korez; Stefan Parent; Samuel Kadoury; Tomaz Vrtovec (MSKI@MICCAI, 2017)

Robust Automatic Graph-Based Skeletonization of Hepatic Vascular Trees. - Rosalie Plantefève; Samuel Kadoury; An Tang; Igor Peterlík (CVII-STENT/LABELS@MICCAI, 2017)

Geometric modeling of hepatic arteries in 3D ultrasound with unsupervised MRA fusion during liver interventions. - Maxime Gerard; François Michaud; Alexandre Bigot; An Tang; Gilles Soulez; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2017)

Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation. - Michal Drozdzal; Gabriel Chartrand; Eugene Vorontsov; Lisa Di-Jorio; An Tang; Adriana Romero; Yoshua Bengio; Chris Pal; Samuel Kadoury (CoRR, 2017)

3D Morphology Prediction of Progressive Spinal Deformities from Probabilistic Modeling of Discriminant Manifolds. - Samuel Kadoury; William Mandel; Marjolaine Roy-Beaudry; Marie-Lyne Nault; Stefan Parent (CoRR, 2017)

Liver lesion segmentation informed by joint liver segmentation. - Eugene Vorontsov; Gabriel Chartrand; An Tang; Chris Pal; Samuel Kadoury (CoRR, 2017)

Metastatic liver tumour segmentation with a neural network-guided 3D deformable model. - Eugene Vorontsov; An Tang; David Roy; Christopher J. Pal; Samuel Kadoury (Medical Biol. Eng. Comput., 2017)

3-D Morphology Prediction of Progressive Spinal Deformities From Probabilistic Modeling of Discriminant Manifolds. - Samuel Kadoury; William Mandel; Marjolaine Roy-Beaudry; Marie-Lyne Nault; Stefan Parent (IEEE Trans. Medical Imaging, 2017)

Computer-assisted pedicle screw placement planning: Towards clinical practice. - Dejan Knez; Imad S. Nahle; Tomaz Vrtovec; Stefan Parent; Samuel Kadoury (ISBI, 2018)

Inter-vertebral disk modelling from pairs of segmented vertebral models using trainable pre-processing networks. - Mahsa Shakeri; Imad S. Nahle; Eric Finley; Samuel Kadoury (ISBI, 2018)

Liver lesion segmentation informed by joint liver segmentation. - Eugene Vorontsov; An Tang; Chris Pal; Samuel Kadoury (ISBI, 2018)

Asymmetry quantification from reflectance images of orthotic patients using structural similarity metrics. - Marc-Antoine Boucher; Nicolas Watts; Frederic Gremillet; Philippe Legare; Samuel Kadoury (Computer-Aided Diagnosis, 2018)

Dilatation of Lateral Ventricles with Brain Volumes in Infants with 3D Transfontanelle US. - Marc-Antoine Boucher; Sarah Lippé; Amélie Damphousse; Ramy El-Jalbout; Samuel Kadoury (MICCAI (3), 2018)

Blood-Flow Estimation in the Hepatic Arteries Based on 3D/2D Angiography Registration. - Simon Lessard; Rosalie Plantefève; François Michaud; Catherine Huet; Gilles Soulez; Samuel Kadoury (CVII-STENT/LABELS@MICCAI, 2018)

Spatiotemporal Manifold Prediction Model for Anterior Vertebral Body Growth Modulation Surgery in Idiopathic Scoliosis. - William Mandel; Olivier Turcot; Dejan Knez; Stefan Parent; Samuel Kadoury (MICCAI (4), 2018)

Intra-operative Brain Shift Correction with Weighted Locally Linear Correlations of 3DUS and MRI. - Roozbeh Shams; Marc-Antoine Boucher; Samuel Kadoury (POCUS/BIVPCS/CuRIOUS/CPM@MICCAI, 2018)

Convolutional networks for kidney segmentation in contrast-enhanced CT scans. - William E. Thong; Samuel Kadoury; Nicolas Piché; Christopher J. Pal (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018)

Classification of Alzheimer's and MCI Patients from Semantically Parcelled PET Images: A Comparison between AV45 and FDG-PET. - Seyed Hossein Nozadi; Samuel Kadoury; Alzheimer's Disease Neuroimaging Initiative (Int. J. Biomed. Imaging, 2018)

Learning normalized inputs for iterative estimation in medical image segmentation. - Michal Drozdzal; Gabriel Chartrand; Eugene Vorontsov; Mahsa Shakeri; Lisa Di-Jorio; An Tang; Adriana Romero; Yoshua Bengio; Chris Pal; Samuel Kadoury (Medical Image Anal., 2018)

End-To-End Discriminative Deep Network For Liver Lesion Classification. - Francisco Perdigón Romero; Andre Diler; Gabriel Bisson-Gregoire; Simon Turcotte; Real Lapointe; Franck Vandenbroucke-Menu; An Tang; Samuel Kadoury (ISBI, 2019)

Multi-Level Batch Normalization in Deep Networks for Invasive Ductal Carcinoma Cell Discrimination in Histopathology Images. - Francisco Perdigón Romero; An Tang; Samuel Kadoury (ISBI, 2019)

Quantitative analysis of 4D MR volume reconstruction methods from dynamic slice acquisitions. - Liset Vázquez Romaguera; Rosalie Plantefève; Samuel Kadoury (Image-Guided Procedures, 2019)

Deformable MRI-TRUS surface registration from statistical deformation models of the prostate. - Shirin Shakeri; Cynthia Ménard; Rui Lopes; Samuel Kadoury (Image-Guided Procedures, 2019)

Prediction outcomes for anterior vertebral body growth modulation surgery from discriminant spatiotemporal manifolds. - William Mandel; Olivier Turcot; Dejan Knez; Stefan Parent; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2019)

Automatic self-gated 4D-MRI construction from free-breathing 2D acquisitions applied on liver images. - Liset Vázquez Romaguera; Nils Olofsson; Rosalie Plantefève; Elodie Lugez; Jacques A. de Guise; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2019)

The Liver Tumor Segmentation Benchmark (LiTS). - Patrick Bilic; Patrick Ferdinand Christ; Eugene Vorontsov; Grzegorz Chlebus; Hao Chen 011; Qi Dou 001; Chi-Wing Fu; Xiao Han; Pheng-Ann Heng; Jürgen Hesser; Samuel Kadoury; Tomasz K. Konopczynski; et al. (CoRR, 2019)

Boosting segmentation with weak supervision from image-to-image translation. - Eugene Vorontsov; Pavlo Molchanov 001; Wonmin Byeon; Shalini De Mello; Varun Jampani; Ming-Yu Liu 001; Samuel Kadoury; Jan Kautz (CoRR, 2019)

Intra-Arterial Image Guidance With Optical Frequency Domain Reflectometry Shape Sensing. - Francois Parent; Maxime Gerard; Frederic Monet; Sebastien Loranger; Gilles Soulez; Raman Kashyap; Samuel Kadoury (IEEE Trans. Medical Imaging, 2019)

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 (ICRA, 2020)

3D Ultrasound Generation from Partial 2D Observations Using Fully Convolutional and Spatial Transformation Networks. - Tal Mezheritsky; Liset Vázquez Romaguera; Samuel Kadoury (ISBI, 2020)

MRI to CT Synthesis of the Lumbar Spine from a Pseudo-3D Cycle GAN. - Reda Oulbacha; Samuel Kadoury (ISBI, 2020)

Evaluation of intensity-based deformable registration of multi-parametric MRI for radiomics analysis of the prostate. - Stephanie Alley; Andrey Fedorov; Cynthia Ménard; Samuel Kadoury (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2020)

Pre-clinical evaluation of an image-guided in-situ Raman spectroscopy navigation system for targeted prostate cancer interventions. - Roozbeh Shams; Fabien Picot; David Grajales; Guillaume Sheehy; Frédérick Dallaire; Mirela Birlea; Fred Saad; Dominique Trudel; Cynthia Ménard; Frédéric Leblond; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2020)

A Normalized Fully Convolutional Approach to Head and Neck Cancer Outcome Prediction. - William Le; Francisco Perdigón Romero; Samuel Kadoury (CoRR, 2020)

3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications. - Hongliang Li; Tal Mezheritsky; Liset Vázquez Romaguera; Samuel Kadoury (CoRR, 2020)

Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach. - Ahmad Maaref; Francisco Perdigón Romero; Emmanuel Montagnon; Milena Cerny; Bich Nguyen; Franck Vandenbroucke-Menu; Geneviève Soucy; Simon Turcotte; An Tang; Samuel Kadoury (J. Digit. Imaging, 2020)

Prediction of in-plane organ deformation during free-breathing radiotherapy via discriminative spatial transformer networks. - Liset Vázquez Romaguera; Rosalie Plantefève; Francisco Perdigón Romero; François Hébert; Jean-François Carrier; Samuel Kadoury (Medical Image Anal., 2020)

Prediction of inter-fractional radiotherapy dose plans with domain translation in spatiotemporal embeddings. - Andrei Svecic; David Roberge; Samuel Kadoury (Medical Image Anal., 2020)

Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. - Yiming Xiao; Andreas Maier 001; Wolfgang Wein; Roozbeh Shams; Samuel Kadoury; David Drobny; Marc Modat; Ingerid Reinertsen; Hassan Rivaz; Matthieu Chabanas; Maryse Fortin; Inês Machado; et al. (IEEE Trans. Medical Imaging, 2020)

Managing Class Imbalance in Multi-Organ CT Segmentation in Head and Neck Cancer Patients. - Samuel Cros; Eugene Vorontsov; Samuel Kadoury (ISBI, 2021)

Deformable Mri To Transrectal Ultrasound Registration For Prostate Interventions With Shape-Based Deep Variational Auto-Encoders. - Shirin Shakeri; William Le; Cynthia Ménard; Samuel Kadoury (ISBI, 2021)

Intensity-Based Wasserstein Distance As A Loss Measure For Unsupervised Deformable Deep Registration. - Roozbeh Shams; William Le; Adrien Weihs; Samuel Kadoury (ISBI, 2021)

Personalized Respiratory Motion Model Using Conditional Generative Networks for MR-Guided Radiotherapy. - Liset Vázquez Romaguera; Tal Mezheritsky; Samuel Kadoury (MICCAI (4), 2021)

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 (MICCAI (4), 2021)

Label Noise in Segmentation Networks: Mitigation Must Deal with Bias. - Eugene Vorontsov; Samuel Kadoury (DGM4MICCAI/DALI@MICCAI, 2021)

Intra-operative forecasting of growth modulation spine surgery outcomes with spatio-temporal dynamic networks. - William Mandel; Stefan Parent; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2021)

Predictive online 3D target tracking with population-based generative networks for image-guided radiotherapy. - Liset Vázquez Romaguera; Tal Mezheritsky; Rihab Mansour; William Tanguay; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2021)

Probabilistic 4D predictive model from in-room surrogates using conditional generative networks for image-guided radiotherapy. - Liset Vázquez Romaguera; Tal Mezheritsky; Rihab Mansour; Jean-François Carrier; Samuel Kadoury (Medical Image Anal., 2021)

Image-Guided Tethering Spine Surgery With Outcome Prediction Using Spatio-Temporal Dynamic Networks. - William Mandel; Reda Oulbacha; Marjolaine Roy-Beaudry; Stefan Parent; Samuel Kadoury (IEEE Trans. Medical Imaging, 2021)

Semi-Supervised Tumor Response Grade Classification from Histology Images of Colorectal Liver Metastases. - Mohamed El Amine Elforaici; Emmanuel Montagnon; Feryel Azzi; Dominique Trudel; Bich Nguyen; Simon Turcotte; An Tang; Samuel Kadoury (ISBI, 2022)

Prediction of CD3 T-cell infiltration status in colorectal liver metastases: a radiomics-based imaging biomarker. - Ralph Saber; David Henault; Eugene Vorontsov; Emmanuel Montagnon; An Tang; Simon Turcotte; Samuel Kadoury (Computer-Aided Diagnosis, 2022)

Abdominal motion tracking with free-breathing XD-GRASP acquisitions using spatio-temporal geodesic trajectories. - Rihab Mansour; Liset Vázquez Romaguera; Catherine Huet; Ahmed Bentridi; Kim-Nhien Vu; Jean-Sébastien Billiard; Guilllaume Gilbert; An Tang; Samuel Kadoury (Medical Biol. Eng. Comput., 2022)

Correction to: Abdominal motion tracking with free‑breathing XD‑GRASP acquisitions using spatio‑temporal geodesic trajectories. - Rihab Mansour; Liset Vázquez Romaguera; Catherine Huet; Ahmed Bentridi; Kim-Nhien Vu; Jean-Sébastien Billiard; Guilllaume Gilbert; An Tang; Samuel Kadoury (Medical Biol. Eng. Comput., 2022)

Population-based 3D respiratory motion modelling from convolutional autoencoders for 2D ultrasound-guided radiotherapy. - Tal Mezheritsky; Liset Vázquez Romaguera; William Le; Samuel Kadoury (Medical Image Anal., 2022)

Towards annotation-efficient segmentation via image-to-image translation. - Eugene Vorontsov; Pavlo Molchanov 001; Matej Gazda; Christopher Beckham; Jan Kautz; Samuel Kadoury (Medical Image Anal., 2022)

Quantification and 3D Localization of Magnetically Navigated Superparamagnetic Particles Using MRI in Phantom and Swine Chemoembolization Models. - Ning Li 016; Cyril Tous; Ivan P. Dimov; Dominic Cadoret; Phillip Fei; Yasamin Majedi; Simon Lessard; Zeynab Nosrati; Katayoun Saatchi; Urs O. Häfeli; An Tang; Samuel Kadoury; et al. (IEEE Trans. Biomed. Eng., 2022)

RNA sequencing-based histological subtyping of non-small cell lung cancer with generative adversarial data imputation. - Ralph Saber; Bertrand Routy; Simon Turcotte; Samuel Kadoury (BHI, 2023)

End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction. - Matej Gazda; Peter Drotár; Liset Vázquez Romaguera; Samuel Kadoury (ISBI, 2023)

Prediction of Head and Neck Radiotherapy Toxicity Using a Deformable 3D CNN on Longitudinal Daily CBCT Acquisitions. - William Trung Le; Chulmin Bang; Philippine Cordelle; Daniel Markel; Phuc Felix Nguyen-Tan; Houda Bahig; Samuel Kadoury (ISBI, 2023)

Ensemble Tabnet Predicting a T-Cell/MHC-I-Based Immune Profile Biomarker for Colorectal Liver Metastases from CT Images. - Ralph Saber; David Henault; Rolando Rebolledo; Simon Turcotte; Samuel Kadoury (ISBI, 2023)

M-GenSeg: Domain Adaptation for Target Modality Tumor Segmentation with Annotation-Efficient Supervision. - Malo de Boisredon; Eugene Vorontsov; Samuel Kadoury (MICCAI (4), 2023)

Towards Real-Time Confirmation of Breast Cancer in the OR Using CNN-Based Raman Spectroscopy Classification. - David Grajales; William Le; Frédérick Dallaire; Guillaume Sheehy; Sandryne David; Trang Tran 003; Frédéric Leblond; Cynthia Ménard; Samuel Kadoury (CaPTion@MICCAI, 2023)

Intra-operative Forecasting of Standing Spine Shape with Articulated Neural Kernel Fields. - Sylvain Thibeault; Stefan Parent; Samuel Kadoury (MICCAI (9), 2023)

Prediction of free-breathing 4DCT lung deformation using probabilistic motion auto-encoders. - Emilie Ouraou; Liset Vázquez Romaguera; Marion Tonneau; Houda Bahig; Samuel Kadoury (Image-Guided Procedures, 2023)

Impact of train- and test-time Hounsfield unit window variation on CT segmentation of liver lesions. - Zeinab Abboud; Samuel Kadoury (Image Processing, 2023)

A least square generative network based on invariant contrastive feature pair learning for multimodal MR image synthesis. - Redha Touati; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2023)

Comparing 3D deformations between longitudinal daily CBCT acquisitions using CNN for head and neck radiotherapy toxicity prediction. - William Trung Le; Chulmin Bang; Philippine Cordelle; Daniel Markel; Phuc Felix Nguyen-Tan; Houda Bahig; Samuel Kadoury (CoRR, 2023)

Image-level supervision and self-training for transformer-based cross-modality tumor segmentation. - Malo de Boisredon; Eugene Vorontsov; William Trung Le; Samuel Kadoury (CoRR, 2023)

The Liver Tumor Segmentation Benchmark (LiTS). - Patrick Bilic; Patrick Ferdinand Christ; Hongwei Li 004; Eugene Vorontsov; Avi Ben-Cohen; Georgios Kaissis; Adi Szeskin; Colin Jacobs; Gabriel Efrain Humpire Mamani; Gabriel Chartrand; Fabian Lohöfer; Julian Walter Holch; et al. (Medical Image Anal., 2023)

Shape and Flow Sensing in Arterial Image Guidance From UV Exposed Optical Fibers Based on Spatio-Temporal Networks. - Andrei Svecic; Jacynthe Francoeur; Gilles Soulez; Frederic Monet; Raman Kashyap; Samuel Kadoury (IEEE Trans. Biomed. Eng., 2023)

Conditional-Based Transformer Network With Learnable Queries for 4D Deformation Forecasting and Tracking. - Liset Vázquez Romaguera; Stephanie Alley; Jean-François Carrier; Samuel Kadoury (IEEE Trans. Medical Imaging, 2023)

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 (ICRA, 2024)

Cell-Level GNN-Based Prediction of Tumor Regression Grade in Colorectal Liver Metastases From Histopathology Images. - Mohamed El Amine Elforaici; Feryel Azzi; Dominique Trudel; Bich Nguyen; Emmanuel Montagnon; An Tang; Simon Turcotte; Samuel Kadoury (ISBI, 2024)

Dose Aware Toxicity Prediction in Head and Neck Cancer Patients Using a Deformable 3D CNN on Daily CBCT Acquisitions. - Gautier Henique; Chulmin Bang; Daniel Markel; William Le; Edith Filion; Phuc Felix Ngyuen-Tan; Houda Bahig; Samuel Kadoury (ISBI, 2024)

Feature Tokenizer-Transformers with Self-Training for The Prediction of PD-L1 Expression of Non-Small Cell Lung Cancer from CT. - Ralph Saber; Marion Tonneau; Sami Bahig; Julie Malo; Wiam Belkaid; Meriem Messaoudene; Nicole Bouchard; François Coulombe; Philippe Joubert; Houda Bahig; Simon Turcotte; Bertrand Routy; et al. (ISBI, 2024)

Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis. - Zeinab Abboud; Herve Lombaert; Samuel Kadoury (MICCAI (10), 2024)

Conditional 4D Motion Diffusion Models with Masked Observations to Forecast Deformations. - Sylvain Thibeault; Liset Vázquez Romaguera; Samuel Kadoury (MICCAI (6), 2024)

Generative Adversarial Networks in Ultrasound Imaging: Extending Field of View Beyond Conventional Limits. - Matej Gazda; Samuel Kadoury; Jakub Gazda; Peter Drotár (CoRR, 2024)

Image-level supervision and self-training for transformer-based cross-modality tumor segmentation. - Malo Alefsen de Boisredon d'Assier; Aloys Portafaix; Eugene Vorontsov; William Trung Le; Samuel Kadoury (Medical Image Anal., 2024)

Evaluation of stenoses using AI video models applied to coronary angiography. - 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; et al. (npj Digit. Medicine, 2024)

Human-scale navigation of magnetic microrobots in hepatic arteries. - Ning Li 016; 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; et al. (Sci. Robotics, 2024)

Robot-assisted biopsy sampling for online Raman spectroscopy cancer confirmation in the operating room. - David Grajales; William Trung Le; Trang Tran 003; Sandryne David; Frédérick Dallaire; Katherine J. I. Ember; Frédéric Leblond; Cynthia Ménard; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2024)

echoGAN: Extending the field of view in Transthoracic Echocardiography through conditional GAN-based outpainting. - Matej Gazda; Jakub Gazda; Samuel Kadoury; Róbert Kanász; Peter Drotár (Comput. Methods Programs Biomed., 2025)

Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction. - Mohamed El Amine Elforaici; Emmanuel Montagnon; Francisco Perdigón Romero; William Trung Le; Feryel Azzi; Dominique Trudel; Bich Nguyen; Simon Turcotte; An Tang; Samuel Kadoury (Medical Image Anal., 2025)

Prediction of the upright articulated spine shape in the operating room using conditioned neural kernel fields. - Sylvain Thibeault; Marjolaine Roy-Beaudry; Stefan Parent; Samuel Kadoury (Medical Image Anal., 2025)