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Samuel Kadoury
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2020 – today
- 2024
- [j42]David Grajales
, William Trung Le, Trang Tran, Sandryne David, Frédérick Dallaire, Katherine J. I. Ember, Frédéric Leblond, Cynthia Ménard, Samuel Kadoury:
Robot-assisted biopsy sampling for online Raman spectroscopy cancer confirmation in the operating room. Int. J. Comput. Assist. Radiol. Surg. 19(6): 1103-1111 (2024) - [j41]Malo Alefsen de Boisredon d'Assier, Aloys Portafaix
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation. Medical Image Anal. 97: 103287 (2024) - [j40]Élodie Labrecque Langlais
Evaluation of stenoses using AI video models applied to coronary angiography. npj Digit. Medicine 7(1) (2024) - [j39]Ning Li
Human-scale navigation of magnetic microrobots in hepatic arteries. Sci. Robotics 9(87) (2024) - [c78]Jacynthe Francoeur, Dimitri A. Lezcano, Yernar Zhetpissov, Raman Kashyap, Iulian Iordachita, Samuel Kadoury:
Fully Distributed Shape Sensing of a Flexible Surgical Needle Using Optical Frequency Domain Reflectometry for Prostate Interventions. ICRA 2024: 17594-17601 - [c77]Mohamed El Amine Elforaici, Feryel Azzi, Dominique Trudel, Bich Nguyen, Emmanuel Montagnon, An Tang
Cell-Level GNN-Based Prediction of Tumor Regression Grade in Colorectal Liver Metastases From Histopathology Images. ISBI 2024: 1-5 - [c76]Gautier Henique, Chulmin Bang, Daniel Markel, William Le, Edith Filion, Phuc Felix Ngyuen-Tan, Houda Bahig, Samuel Kadoury:
Dose Aware Toxicity Prediction in Head and Neck Cancer Patients Using a Deformable 3D CNN on Daily CBCT Acquisitions. ISBI 2024: 1-5 - [c75]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:
Feature Tokenizer-Transformers with Self-Training for The Prediction of PD-L1 Expression of Non-Small Cell Lung Cancer from CT. ISBI 2024: 1-5 - [c74]Sylvain Thibeault, Liset Vázquez Romaguera, Samuel Kadoury:
Conditional 4D Motion Diffusion Models with Masked Observations to Forecast Deformations. MICCAI (6) 2024: 89-98 - [c73]Zeinab Abboud, Herve Lombaert, Samuel Kadoury:
Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis. MICCAI (10) 2024: 675-684 - [i24]Matej Gazda, Samuel Kadoury, Jakub Gazda, Peter Drotár:
Generative Adversarial Networks in Ultrasound Imaging: Extending Field of View Beyond Conventional Limits. CoRR abs/2405.20981 (2024) - [i23]Zeinab Abboud, Hervé Lombaert, Samuel Kadoury:
Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis. CoRR abs/2406.06946 (2024) - 2023
- [j38]Redha Touati
A least square generative network based on invariant contrastive feature pair learning for multimodal MR image synthesis. Int. J. Comput. Assist. Radiol. Surg. 18(6): 971-979 (2023) - [j37]Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li
The Liver Tumor Segmentation Benchmark (LiTS). Medical Image Anal. 84: 102680 (2023) - [j36]Andrei Svecic, Jacynthe Francoeur, Gilles Soulez, Frederic Monet
Shape and Flow Sensing in Arterial Image Guidance From UV Exposed Optical Fibers Based on Spatio-Temporal Networks. IEEE Trans. Biomed. Eng. 70(5): 1692-1703 (2023) - [j35]Liset Vázquez Romaguera
Conditional-Based Transformer Network With Learnable Queries for 4D Deformation Forecasting and Tracking. IEEE Trans. Medical Imaging 42(6): 1603-1618 (2023) - [c72]Ralph Saber, Bertrand Routy, Simon Turcotte, Samuel Kadoury:
RNA sequencing-based histological subtyping of non-small cell lung cancer with generative adversarial data imputation. BHI 2023: 1-4 - [c71]Matej Gazda, Peter Drotár, Liset Vázquez Romaguera, Samuel Kadoury:
End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction. ISBI 2023: 1-5 - [c70]William Trung Le, Chulmin Bang, Philippine Cordelle, Daniel Markel, Phuc Felix Nguyen-Tan, Houda Bahig, Samuel Kadoury:
Prediction of Head and Neck Radiotherapy Toxicity Using a Deformable 3D CNN on Longitudinal Daily CBCT Acquisitions. ISBI 2023: 1-5 - [c69]Ralph Saber, David Henault, Rolando Rebolledo, Simon Turcotte, Samuel Kadoury:
Ensemble Tabnet Predicting a T-Cell/MHC-I-Based Immune Profile Biomarker for Colorectal Liver Metastases from CT Images. ISBI 2023: 1-5 - [c68]David Grajales
Towards Real-Time Confirmation of Breast Cancer in the OR Using CNN-Based Raman Spectroscopy Classification. CaPTion@MICCAI 2023: 17-28 - [c67]Sylvain Thibeault, Stefan Parent, Samuel Kadoury:
Intra-operative Forecasting of Standing Spine Shape with Articulated Neural Kernel Fields. MICCAI (9) 2023: 79-89 - [c66]Malo de Boisredon, Eugene Vorontsov, Samuel Kadoury:
M-GenSeg: Domain Adaptation for Target Modality Tumor Segmentation with Annotation-Efficient Supervision. MICCAI (4) 2023: 141-151 - [c65]Emilie Ouraou, Liset Vázquez Romaguera, Marion Tonneau, Houda Bahig, Samuel Kadoury:
Prediction of free-breathing 4DCT lung deformation using probabilistic motion auto-encoders. Medical Imaging: Image-Guided Procedures 2023 - [c64]Zeinab Abboud, Samuel Kadoury:
Impact of train- and test-time Hounsfield unit window variation on CT segmentation of liver lesions. Medical Imaging: Image Processing 2023 - [i22]William Trung Le, Chulmin Bang, Philippine Cordelle, Daniel Markel, Phuc Felix Nguyen-Tan, Houda Bahig, Samuel Kadoury:
Comparing 3D deformations between longitudinal daily CBCT acquisitions using CNN for head and neck radiotherapy toxicity prediction. CoRR abs/2303.03965 (2023) - [i21]Matej Gazda, Peter Drotár, Liset Vázquez Romaguera, Samuel Kadoury:
End-to-end Deformable Attention Graph Neural Network for Single-view Liver Mesh Reconstruction. CoRR abs/2303.07432 (2023) - [i20]Malo de Boisredon, Eugene Vorontsov, William Trung Le, Samuel Kadoury:
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation. CoRR abs/2309.09246 (2023) - [i19]Mohamed El Amine Elforaici, Emmanuel Montagnon, Francisco Perdigon Romero, William Trung Le, Feryel Azzi, Dominique Trudel, Bich Nguyen, Simon Turcotte, An Tang
Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction. CoRR abs/2311.10305 (2023) - 2022
- [j34]Rihab Mansour, Liset Vázquez Romaguera, Catherine Huet, Ahmed Bentridi, Kim-Nhien Vu, Jean-Sébastien Billiard, Guilllaume Gilbert, An Tang
Abdominal motion tracking with free-breathing XD-GRASP acquisitions using spatio-temporal geodesic trajectories. Medical Biol. Eng. Comput. 60(2): 583-598 (2022) - [j33]Rihab Mansour, Liset Vázquez Romaguera, Catherine Huet, Ahmed Bentridi, Kim-Nhien Vu, Jean-Sébastien Billiard, Guilllaume Gilbert, An Tang
Correction to: Abdominal motion tracking with free‑breathing XD‑GRASP acquisitions using spatio‑temporal geodesic trajectories. Medical Biol. Eng. Comput. 60(4): 1223 (2022) - [j32]Tal Mezheritsky, Liset Vázquez Romaguera, William Le, Samuel Kadoury:
Population-based 3D respiratory motion modelling from convolutional autoencoders for 2D ultrasound-guided radiotherapy. Medical Image Anal. 75: 102260 (2022) - [j31]Eugene Vorontsov
Towards annotation-efficient segmentation via image-to-image translation. Medical Image Anal. 82: 102624 (2022) - [j30]Ning Li
Quantification and 3D Localization of Magnetically Navigated Superparamagnetic Particles Using MRI in Phantom and Swine Chemoembolization Models. IEEE Trans. Biomed. Eng. 69(8): 2616-2627 (2022) - [c63]Mohamed El Amine Elforaici, Emmanuel Montagnon, Feryel Azzi, Dominique Trudel, Bich Nguyen, Simon Turcotte, An Tang
Semi-Supervised Tumor Response Grade Classification from Histology Images of Colorectal Liver Metastases. ISBI 2022: 1-5 - [c62]Ralph Saber, David Henault, Eugene Vorontsov, Emmanuel Montagnon, An Tang
Prediction of CD3 T-cell infiltration status in colorectal liver metastases: a radiomics-based imaging biomarker. Medical Imaging: Computer-Aided Diagnosis 2022 - [i18]Malo Alefsen de Boisredon d'Assier, Eugene Vorontsov, Samuel Kadoury:
M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient Supervision. CoRR abs/2212.07276 (2022) - 2021
- [j29]Liset Vázquez Romaguera
Predictive online 3D target tracking with population-based generative networks for image-guided radiotherapy. Int. J. Comput. Assist. Radiol. Surg. 16(7): 1213-1225 (2021) - [j28]William Mandel, Stefan Parent, Samuel Kadoury
Intra-operative forecasting of growth modulation spine surgery outcomes with spatio-temporal dynamic networks. Int. J. Comput. Assist. Radiol. Surg. 16(10): 1641-1651 (2021) - [j27]Liset Vázquez Romaguera, Tal Mezheritsky, Rihab Mansour, Jean-François Carrier, Samuel Kadoury:
Probabilistic 4D predictive model from in-room surrogates using conditional generative networks for image-guided radiotherapy. Medical Image Anal. 74: 102250 (2021) - [j26]William Mandel, Reda Oulbacha
Image-Guided Tethering Spine Surgery With Outcome Prediction Using Spatio-Temporal Dynamic Networks. IEEE Trans. Medical Imaging 40(2): 491-502 (2021) - [c61]Shirin Shakeri, William Le, Cynthia Ménard, Samuel Kadoury:
Deformable Mri To Transrectal Ultrasound Registration For Prostate Interventions With Shape-Based Deep Variational Auto-Encoders. ISBI 2021: 174-178 - [c60]Roozbeh Shams, William Le, Adrien Weihs, Samuel Kadoury:
Intensity-Based Wasserstein Distance As A Loss Measure For Unsupervised Deformable Deep Registration. ISBI 2021: 252-256 - [c59]Samuel Cros, Eugene Vorontsov, Samuel Kadoury:
Managing Class Imbalance in Multi-Organ CT Segmentation in Head and Neck Cancer Patients. ISBI 2021: 1360-1364 - [c58]Liset Vázquez Romaguera, Tal Mezheritsky, Samuel Kadoury:
Personalized Respiratory Motion Model Using Conditional Generative Networks for MR-Guided Radiotherapy. MICCAI (4) 2021: 238-248 - [c57]Andrei Svecic, Gilles Soulez, Frederic Monet, Raman Kashyap, Samuel Kadoury:
Multimodal Sensing Guidewire for C-Arm Navigation with Random UV Enhanced Optical Sensors Using Spatio-Temporal Networks. MICCAI (4) 2021: 249-258 - [c56]Eugene Vorontsov, Samuel Kadoury:
Label Noise in Segmentation Networks: Mitigation Must Deal with Bias. DGM4MICCAI/DALI@MICCAI 2021: 251-258 - [i17]Eugene Vorontsov, Samuel Kadoury:
Label noise in segmentation networks : mitigation must deal with bias. CoRR abs/2107.02189 (2021) - 2020
- [j25]Roozbeh Shams, Fabien Picot
Pre-clinical evaluation of an image-guided in-situ Raman spectroscopy navigation system for targeted prostate cancer interventions. Int. J. Comput. Assist. Radiol. Surg. 15(5): 867-876 (2020) - [j24]Ahmad Maaref, Francisco Perdigón Romero, Emmanuel Montagnon, Milena Cerny, Bich Nguyen, Franck Vandenbroucke-Menu, Geneviève Soucy, Simon Turcotte, An Tang
Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach. J. Digit. Imaging 33(4): 937-945 (2020) - [j23]Andrei Svecic, David Roberge
Prediction of inter-fractional radiotherapy dose plans with domain translation in spatiotemporal embeddings. Medical Image Anal. 64: 101728 (2020) - [j22]Liset Vázquez Romaguera
Prediction of in-plane organ deformation during free-breathing radiotherapy via discriminative spatial transformer networks. Medical Image Anal. 64: 101754 (2020) - [j21]Yiming Xiao
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. IEEE Trans. Medical Imaging 39(3): 777-786 (2020) - [c55]Frederic Monet, Shahriar Sefati, Pierre Lorre, Arthur Poiffaut, Samuel Kadoury, Mehran Armand, Iulian Iordachita, Raman Kashyap:
High-Resolution Optical Fiber Shape Sensing of Continuum Robots: A Comparative Study *. ICRA 2020: 8877-8883 - [c54]Reda Oulbacha, Samuel Kadoury:
MRI to CT Synthesis of the Lumbar Spine from a Pseudo-3D Cycle GAN. ISBI 2020: 1784-1787 - [c53]Tal Mezheritsky, Liset Vázquez Romaguera, Samuel Kadoury:
3D Ultrasound Generation from Partial 2D Observations Using Fully Convolutional and Spatial Transformation Networks. ISBI 2020: 1808-1811 - [c52]Stephanie Alley, Andrey Fedorov, Cynthia Ménard, Samuel Kadoury:
Evaluation of intensity-based deformable registration of multi-parametric MRI for radiomics analysis of the prostate. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113171H - [c51]William Mandel, Stefan Parent, Samuel Kadoury:
Intra-operative Forecasting of Growth Modulation Spine Surgery Outcomes with Spatio-Temporal Dynamic Networks. MICCAI (1) 2020: 751-760 - [i16]William Le, Francisco Perdigón Romero, Samuel Kadoury:
A Normalized Fully Convolutional Approach to Head and Neck Cancer Outcome Prediction. CoRR abs/2005.14017 (2020) - [i15]Hongliang Li, Tal Mezheritsky, Liset Vázquez Romaguera, Samuel Kadoury:
3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications. CoRR abs/2008.01147 (2020)
2010 – 2019
- 2019
- [j20]Liset Vázquez Romaguera
Automatic self-gated 4D-MRI construction from free-breathing 2D acquisitions applied on liver images. Int. J. Comput. Assist. Radiol. Surg. 14(6): 933-944 (2019) - [j19]William Mandel, Olivier Turcot, Dejan Knez, Stefan Parent, Samuel Kadoury
Prediction outcomes for anterior vertebral body growth modulation surgery from discriminant spatiotemporal manifolds. Int. J. Comput. Assist. Radiol. Surg. 14(9): 1565-1575 (2019) - [j18]Francois Parent, Maxime Gerard, Frederic Monet
Intra-Arterial Image Guidance With Optical Frequency Domain Reflectometry Shape Sensing. IEEE Trans. Medical Imaging 38(2): 482-492 (2019) - [c50]Francisco Perdigón Romero, An Tang
Multi-Level Batch Normalization in Deep Networks for Invasive Ductal Carcinoma Cell Discrimination in Histopathology Images. ISBI 2019: 1092-1095 - [c49]Francisco Perdigón Romero, Andre Diler, Gabriel Bisson-Gregoire, Simon Turcotte, Real Lapointe, Franck Vandenbroucke-Menu, An Tang
End-To-End Discriminative Deep Network For Liver Lesion Classification. ISBI 2019: 1243-1246 - [c48]Shirin Shakeri, Cynthia Ménard, Rui Lopes, Samuel Kadoury:
Deformable MRI-TRUS surface registration from statistical deformation models of the prostate. Medical Imaging: Image-Guided Procedures 2019: 109511Y - [c47]Liset Vázquez Romaguera, Rosalie Plantefève, Samuel Kadoury:
Quantitative analysis of 4D MR volume reconstruction methods from dynamic slice acquisitions. Medical Imaging: Image-Guided Procedures 2019: 1095137 - [i14]Francisco Perdigón Romero, An Tang, Samuel Kadoury:
Multi-Level Batch Normalization In Deep Networks For Invasive Ductal Carcinoma Cell Discrimination In Histopathology Images. CoRR abs/1901.03684 (2019) - [i13]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
The Liver Tumor Segmentation Benchmark (LiTS). CoRR abs/1901.04056 (2019) - [i12]Francisco Perdigón Romero, Andre Diler, Gabriel Bisson-Gregoire, Simon Turcotte, Real Lapointe, Franck Vandenbroucke-Menu, An Tang, Samuel Kadoury:
End-to-End Discriminative Deep Network for Liver Lesion Classification. CoRR abs/1901.09483 (2019) - [i11]Eugene Vorontsov, Pavlo Molchanov, Wonmin Byeon, Shalini De Mello, Varun Jampani, Ming-Yu Liu, Samuel Kadoury, Jan Kautz:
Boosting segmentation with weak supervision from image-to-image translation. CoRR abs/1904.01636 (2019) - 2018
- [j17]William E. Thong, Samuel Kadoury, Nicolas Piché, Christopher J. Pal:
Convolutional networks for kidney segmentation in contrast-enhanced CT scans. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6(3): 277-282 (2018) - [j16]Seyed Hossein Nozadi, Samuel Kadoury
Classification of Alzheimer's and MCI Patients from Semantically Parcelled PET Images: A Comparison between AV45 and FDG-PET. Int. J. Biomed. Imaging 2018: 1247430:1-1247430:13 (2018) - [j15]Michal Drozdzal, Gabriel Chartrand, Eugene Vorontsov, Mahsa Shakeri, Lisa Di-Jorio, An Tang
Learning normalized inputs for iterative estimation in medical image segmentation. Medical Image Anal. 44: 1-13 (2018) - [c46]Dejan Knez, Imad S. Nahle, Tomaz Vrtovec
Computer-assisted pedicle screw placement planning: Towards clinical practice. ISBI 2018: 249-252 - [c45]Mahsa Shakeri, Imad S. Nahle, Eric Finley, Samuel Kadoury:
Inter-vertebral disk modelling from pairs of segmented vertebral models using trainable pre-processing networks. ISBI 2018: 1122-1125 - [c44]Eugene Vorontsov, An Tang
Liver lesion segmentation informed by joint liver segmentation. ISBI 2018: 1332-1335 - [c43]Marc-Antoine Boucher, Nicolas Watts, Frederic Gremillet, Philippe Legare, Samuel Kadoury:
Asymmetry quantification from reflectance images of orthotic patients using structural similarity metrics. Medical Imaging: Computer-Aided Diagnosis 2018: 105753G - [c42]Simon Lessard, Rosalie Plantefève, François Michaud, Catherine Huet, Gilles Soulez, Samuel Kadoury:
Blood-Flow Estimation in the Hepatic Arteries Based on 3D/2D Angiography Registration. CVII-STENT/LABELS@MICCAI 2018: 3-10 - [c41]Roozbeh Shams, Marc-Antoine Boucher, Samuel Kadoury:
Intra-operative Brain Shift Correction with Weighted Locally Linear Correlations of 3DUS and MRI. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI 2018: 179-184 - [c40]William Mandel, Olivier Turcot, Dejan Knez, Stefan Parent, Samuel Kadoury:
Spatiotemporal Manifold Prediction Model for Anterior Vertebral Body Growth Modulation Surgery in Idiopathic Scoliosis. MICCAI (4) 2018: 206-213 - [c39]Marc-Antoine Boucher, Sarah Lippé, Amélie Damphousse, Ramy El-Jalbout, Samuel Kadoury:
Dilatation of Lateral Ventricles with Brain Volumes in Infants with 3D Transfontanelle US. MICCAI (3) 2018: 557-565 - [i10]William Mandel, Olivier Turcot, Dejan Knez, Stefan Parent, Samuel Kadoury:
Spatiotemporal Manifold Prediction Model for Anterior Vertebral Body Growth Modulation Surgery in Idiopathic Scoliosis. CoRR abs/1806.02285 (2018) - [i9]Marc-Antoine Boucher, Sarah Lippé, Amélie Damphousse, Ramy El-Jalbout, Samuel Kadoury:
Dilatation of Lateral Ventricles with Brain Volumes in Infants with 3D Transfontanelle US. CoRR abs/1806.02305 (2018) - 2017
- [j14]Maxime Gerard, François Michaud
Geometric modeling of hepatic arteries in 3D ultrasound with unsupervised MRA fusion during liver interventions. Int. J. Comput. Assist. Radiol. Surg. 12(6): 961-972 (2017) - [j13]Eugene Vorontsov, An Tang
Metastatic liver tumour segmentation with a neural network-guided 3D deformable model. Medical Biol. Eng. Comput. 55(1): 127-139 (2017) - [j12]Samuel Kadoury
3-D Morphology Prediction of Progressive Spinal Deformities From Probabilistic Modeling of Discriminant Manifolds. IEEE Trans. Medical Imaging 36(5): 1194-1204 (2017) - [c38]Eugene Vorontsov, Chiheb Trabelsi, Samuel Kadoury, Chris Pal:
On orthogonality and learning recurrent networks with long term dependencies. ICML 2017: 3570-3578 - [c37]Shashank Tripathi, Seyed Hossein Nozadi, Mahsa Shakeri, Samuel Kadoury:
Sub-cortical shape morphology and voxel-based features for Alzheimer's disease classification. ISBI 2017: 991-994 - [c36]Rosalie Plantefève, Samuel Kadoury, An Tang
Robust Automatic Graph-Based Skeletonization of Hepatic Vascular Trees. CVII-STENT/LABELS@MICCAI 2017: 20-28 - [c35]Uros Petkovic, Robert Korez, Stefan Parent, Samuel Kadoury, Tomaz Vrtovec
3D Cobb Angle Measurements from Scoliotic Mesh Models with Varying Face-Vertex Density. MSKI@MICCAI 2017: 48-58 - [c34]Francois Parent, Maxime Gerard, Raman Kashyap, Samuel Kadoury:
UV Exposed Optical Fibers with Frequency Domain Reflectometry for Device Tracking in Intra-arterial Procedures. MICCAI (2) 2017: 594-601 - [i8]Samuel Kadoury, William Mandel, Marjolaine Roy-Beaudry, Marie-Lyne Nault, Stefan Parent:
3D Morphology Prediction of Progressive Spinal Deformities from Probabilistic Modeling of Discriminant Manifolds. CoRR abs/1701.04869 (2017) - [i7]Eugene Vorontsov, Chiheb Trabelsi, Samuel Kadoury, Chris Pal:
On orthogonality and learning recurrent networks with long term dependencies. CoRR abs/1702.00071 (2017) - [i6]Michal Drozdzal, Gabriel Chartrand, Eugene Vorontsov, Lisa Di-Jorio, An Tang, Adriana Romero, Yoshua Bengio, Chris Pal, Samuel Kadoury:
Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation. CoRR abs/1702.05174 (2017) - [i5]Eugene Vorontsov, Gabriel Chartrand, An Tang, Chris Pal, Samuel Kadoury:
Liver lesion segmentation informed by joint liver segmentation. CoRR abs/1707.07734 (2017) - 2016
- [j11]Koushik Mandal, Francois Parent, Sylvain Martel, Raman Kashyap, Samuel Kadoury:
Vessel-based registration of an optical shape sensing catheter for MR navigation. Int. J. Comput. Assist. Radiol. Surg. 11(6): 1025-1034 (2016) - [j10]Mahsa Shakeri, Herve Lombaert, Alexandre N. Datta, Nadine Oser, Laurent Létourneau-Guillon
Statistical shape analysis of subcortical structures using spectral matching. Comput. Medical Imaging Graph. 52: 58-71 (2016) - [c33]Mehdi Ahmadi, Warren J. Gross, Samuel Kadoury:
A real-time remote video streaming platform for ultrasound imaging. EMBC 2016: 4383-4386 - [c32]Robert Korez, Benjamin Aubert
Sparse and multi-object pose+shape modeling of the three-dimensional scoliotic spine. ISBI 2016: 225-228 - [c31]Mahsa Shakeri, Stavros Tsogkas, Enzo Ferrante, Sarah Lippé, Samuel Kadoury, Nikos Paragios, Iasonas Kokkinos:
Sub-cortical brain structure segmentation using F-CNN'S. ISBI 2016: 269-272 - [c30]Anais Badoual, Maxime Gerard, Benjamin De Leener, Nadine Abi-Jaoudeh
3D vascular path planning of chemo-embolizations using segmented hepatic arteries from MR angiography. ISBI 2016: 1346-1349 - [c29]Mahsa Shakeri, Hervé Lombaert, Shashank Tripathi, Samuel Kadoury:
Deep Spectral-Based Shape Features for Alzheimer's Disease Classification. SeSAMI@MICCAI 2016: 15-24 - [c28]William Mandel, Robert Korez, Marie-Lyne Nault, Stefan Parent, Samuel Kadoury:
Classification of Progressive and Non-progressive Scoliosis Patients Using Discriminant Manifolds. CSI@MICCAI 2016: 135-145 - [c27]Michal Drozdzal, Eugene Vorontsov, Gabriel Chartrand, Samuel Kadoury, Chris Pal:
The Importance of Skip Connections in Biomedical Image Segmentation. LABELS/DLMIA@MICCAI 2016: 179-187 - [c26]Mahsa Shakeri, Enzo Ferrante, Stavros Tsogkas, Sarah Lippé, Samuel Kadoury, Iasonas Kokkinos, Nikos Paragios:
Prior-Based Coregistration and Cosegmentation. MICCAI (2) 2016: 529-537 - [c25]Maxime Gérard, An Tang
Visualization of hepatic arteries with 3D ultrasound during intra-arterial therapies. Medical Imaging: Image-Guided Procedures 2016: 97862I - [c24]Francois Parent, Koushik Kanti Mandal, Sebastien Loranger, Eric Hideki Watanabe Fernandes
3D shape tracking of minimally invasive medical instruments using optical frequency domain reflectometry. Medical Imaging: Image-Guided Procedures 2016: 97862J - [i4]Mahsa Shakeri, Stavros Tsogkas, Enzo Ferrante, Sarah Lippé, Samuel Kadoury, Nikos Paragios, Iasonas Kokkinos:
Sub-cortical brain structure segmentation using F-CNN's. CoRR abs/1602.02130 (2016) - [i3]Mahsa Shakeri, Enzo Ferrante, Stavros Tsogkas, Sarah Lippé, Samuel Kadoury, Iasonas Kokkinos, Nikos Paragios:
Prior-based Coregistration and Cosegmentation. CoRR abs/1607.06787 (2016) - [i2]Michal Drozdzal, Eugene Vorontsov, Gabriel Chartrand, Samuel Kadoury, Chris Pal:
The Importance of Skip Connections in Biomedical Image Segmentation. CoRR abs/1608.04117 (2016) - 2015
- [j9]Benjamin De Leener
Automatic Segmentation of the Spinal Cord and Spinal Canal Coupled With Vertebral Labeling. IEEE Trans. Medical Imaging 34(8): 1705-1718 (2015) - [c23]Mahsa Shakeri, Hervé Lombaert, Samuel Kadoury:
Classification of Alzheimer's Disease Using Discriminant Manifolds of Hippocampus Shapes. MLMMI@ICML 2015: 65-73 - [c22]Koushik Kanti Mandal, Francois Parent, Sylvain Martel, Raman Kashyap, Samuel Kadoury:
Calibration of a needle tracking device with fiber Bragg grating sensors. Medical Imaging: Image-Guided Procedures 2015: 94150X - [i1]Samuel Kadoury, Eugene Vorontsov, An Tang:
Metastatic liver tumour segmentation from discriminant Grassmannian manifolds. CoRR abs/1509.00083 (2015) - 2014
- [j8]Samuel Kadoury, Jesse Shen, Stefan Parent
Global geometric torsion estimation in adolescent idiopathic scoliosis. Medical Biol. Eng. Comput. 52(4): 309-319 (2014) - [j7]Benjamin De Leener
Robust, accurate and fast automatic segmentation of the spinal cord. NeuroImage 98: 528-536 (2014) - [c21]Eugene Vorontsov, Nadine Abi-Jaoudeh
Metastatic Liver Tumor Segmentation Using Texture-Based Omni-Directional Deformable Surface Models. ABDI@MICCAI 2014: 74-83 - [c20]Samuel Kadoury, Hubert Labelle, Stefan Parent
3D Spine Reconstruction of Postoperative Patients from Multi-level Manifold Ensembles. MICCAI (3) 2014: 361-368 - [c19]Mahsa Shakeri, Hervé Lombaert, Sarah Lippé, Samuel Kadoury:
Groupwise shape analysis of the hippocampus using spectral matching. Medical Imaging: Image Processing 2014: 90340W - [c18]Benjamin De Leener, Julien Cohen-Adad, Samuel Kadoury:
Automatic 3D segmentation of spinal cord MRI using propagated deformable models. Medical Imaging: Image Processing 2014: 90343R - 2013
- [c17]Samuel Kadoury, Nadine Abi-Jaoudeh
Higher-Order CRF Tumor Segmentation with Discriminant Manifold Potentials. MICCAI (1) 2013: 719-726 - [c16]Ming Li, Nadine Abi-Jaoudeh
Towards cone-beam CT thermometry. Medical Imaging: Image-Guided Procedures 2013: 86711I - 2012
- [c15]Samuel Kadoury, Güray Erus, Evangelia I. Zacharaki
Manifold-constrained embeddings for the detection of white matter lesions in brain MRI. ISBI 2012: 562-565 - [c14]Samuel Kadoury, Lyubomir Zagorchev, Bradford J. Wood
A model-based registration approach of preoperative MRI with 3D ultrasound of the liver for Interventional guidance procedures. ISBI 2012: 952-955 - [c13]Samuel Kadoury, Güray Erus, Christos Davatzikos
Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI. MLMI 2012: 94-102 - [c12]Samuel Kadoury, Bradford J. Wood
Graph-based surface extraction of the liver using locally adaptive priors for multimodal interventional image registration. Medical Imaging: Image-Guided Procedures 2012: 83161O - 2011
- [j6]Samuel Kadoury, Hubert Labelle, Nikos Paragios:
Automatic inference of articulated spine models in CT images using high-order Markov Random Fields. Medical Image Anal. 15(4): 426-437 (2011) - [c11]Haithem Boussaid, Samuel Kadoury, Iasonas Kokkinos, Jean-Yves Lazennec, Guoyan Zheng, Nikos Paragios:
3D Model-based Reconstruction of the Proximal Femur from Low-dose Biplanar X-Ray Images. BMVC 2011: 1-10 - [c10]Samuel Kadoury, Bradford J. Wood
Accuracy assessment of an automatic image-based PET/CT registration for ultrasound-guided biopsies and ablations. Medical Imaging: Image-Guided Procedures 2011: 79642P - 2010
- [j5]Samuel Kadoury, Farida Cheriet, Hubert Labelle:
Self-Calibration of Biplanar Radiographic Images Through Geometric Spine Shape Descriptors. IEEE Trans. Biomed. Eng. 57(7): 1663-1675 (2010) - [c9]Samuel Kadoury, Nikos Paragios:
Multimodal inference of articulated spine models from higher order energy functions of discrete MRFS. ISBI 2010: 1393-1396 - [c8]Samuel Kadoury, Pingkun Yan
Realtime TRUS/MRI Fusion Targeted-Biopsy for Prostate Cancer: A Clinical Demonstration of Increased Positive Biopsy Rates. Prostate Cancer Imaging 2010: 52-62 - [c7]Samuel Kadoury, Nikos Paragios:
Nonlinear Embedding towards Articulated Spine Shape Inference Using Higher-Order MRFs. MICCAI (3) 2010: 579-586
2000 – 2009
- 2009
- [j4]Samuel Kadoury, Farida Cheriet, Hubert Labelle:
Personalized X-Ray 3-D Reconstruction of the Scoliotic Spine From Hybrid Statistical and Image-Based Models. IEEE Trans. Medical Imaging 28(9): 1422-1435 (2009) - [c6]Samuel Kadoury, Farida Cheriet, Hubert Labelle:
Segmentation of Scoliotic Spine Silhouettes from Enhanced Biplanar X-Rays Using a Prior Knowledge Bayesian Framework. ISBI 2009: 478-481 - [c5]Samuel Kadoury, Nikos Paragios:
Surface/Volume-Based Articulated 3D Spine Inference through Markov Random Fields. MICCAI (1) 2009: 92-99 - 2008
- [c4]Samuel Kadoury, Farida Cheriet, Hubert Labelle:
A statistical image-based approach for the 3D reconstruction of the scoliotic spine from biplanar radiographs. ISBI 2008: 660-663 - 2007
- [j3]Samuel Kadoury, Martin D. Levine:
Face detection in gray scale images using locally linear embeddings. Comput. Vis. Image Underst. 105(1): 1-20 (2007) - [j2]Samuel Kadoury, Farida Cheriet, Catherine Laporte, Hubert Labelle:
A versatile 3D reconstruction system of the spine and pelvis for clinical assessment of spinal deformities. Medical Biol. Eng. Comput. 45(6): 591-602 (2007) - [j1]Farida Cheriet, Catherine Laporte, Samuel Kadoury, Hubert Labelle, Jean Dansereau:
A Novel System for the 3-D Reconstruction of the Human Spine and Rib Cage From Biplanar X-Ray Images. IEEE Trans. Biomed. Eng. 54(7): 1356-1358 (2007) - [c3]Matthias John, Yiyong Sun, Samuel Kadoury, Wolfgang Wein, Yong Li, Jeff Resnick, Gerry Plambeck, Ann Dempsey, Amin Al-Ahmad, Rebecca Fahrig, Frank Sauer:
Fusion of Intracardiac Ultrasound with 3D Cardiac C-Arm CT from Animal Data for Electrophysiology. Bildverarbeitung für die Medizin 2007: 141-145 - [c2]Yiyong Sun, Samuel Kadoury, Yong Li, Matthias John, Jeff Resnick, Gerry Plambeck, Rui Liao, Frank Sauer, Chenyang Xu:
Image Guidance of Intracardiac Ultrasound with Fusion of Pre-operative Images. MICCAI (1) 2007: 60-67 - 2006
- [c1]Samuel Kadoury, Martin D. Levine:
Finding Faces in Gray Scale Images Using Locally Linear Embeddings. CIVR 2006: 221-230
Coauthor Index
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