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2010 – today
- 2018
[j17]William E. Thong, Samuel Kadoury, Nicolas Piché, Christopher J. Pal:
Convolutional networks for kidney segmentation in contrast-enhanced CT scans. CMBBE: Imaging & Visualization 6(3): 277-282 (2018)- [j16]Seyed Hossein Nozadi, Samuel Kadoury, Alzheimer's Disease Neuroimaging Initiative:
Classification of Alzheimer's and MCI Patients from Semantically Parcelled PET Images: A Comparison between AV45 and FDG-PET. Int. J. Biomedical Imaging 2018: 1247430:1-1247430:13 (2018) - [j15]Michal Drozdzal, Gabriel Chartrand, Eugene Vorontsov, Mahsa Shakeri, Lisa Di-Jorio, An Tang, Adriana Romero, Yoshua Bengio, Chris Pal, Samuel Kadoury:
Learning normalized inputs for iterative estimation in medical image segmentation. Medical Image Analysis 44: 1-13 (2018) - [c42]Dejan Knez, Imad S. Nahle, Tomaz Vrtovec, Stefan Parent, Samuel Kadoury:
Computer-assisted pedicle screw placement planning: Towards clinical practice. ISBI 2018: 249-252 - [c41]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 - [c40]Eugene Vorontsov, An Tang, Chris Pal, Samuel Kadoury:
Liver lesion segmentation informed by joint liver segmentation. ISBI 2018: 1332-1335 - [c39]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 - 2017
- [j14]Maxime Gerard, François Michaud, Alexandre Bigot, An Tang, Gilles Soulez, Samuel Kadoury:
Geometric modeling of hepatic arteries in 3D ultrasound with unsupervised MRA fusion during liver interventions. Int. J. Computer Assisted Radiology and Surgery 12(6): 961-972 (2017) - [j13]Eugene Vorontsov, An Tang, David Roy, Christopher J. Pal, Samuel Kadoury:
Metastatic liver tumour segmentation with a neural network-guided 3D deformable model. Med. Biol. Engineering and Computing 55(1): 127-139 (2017) - [j12]Samuel Kadoury, William Mandel, Marjolaine Roy-Beaudry, Marie-Lyne Nault, Stefan Parent:
3-D Morphology Prediction of Progressive Spinal Deformities From Probabilistic Modeling of Discriminant Manifolds. IEEE Trans. Med. 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, Igor Peterlík:
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. Computer Assisted Radiology and Surgery 11(6): 1025-1034 (2016) - [j10]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:
Statistical shape analysis of subcortical structures using spectral matching. Comp. Med. Imag. and 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, Thierry Cresson, Stefan Parent, Tomaz Vrtovec, Jacques A. de Guise, Samuel Kadoury:
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, Samuel Kadoury:
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, Anaïs Badoual, François Michaud, Alexandre Bigot, Gilles Soulez, Samuel Kadoury:
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, Raman Kashyap, Samuel Kadoury:
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, Julien Cohen-Adad, Samuel Kadoury:
Automatic Segmentation of the Spinal Cord and Spinal Canal Coupled With Vertebral Labeling. IEEE Trans. Med. 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. Med. Biol. Engineering and Computing 52(4): 309-319 (2014) - [j7]Benjamin De Leener, Samuel Kadoury, Julien Cohen-Adad:
Robust, accurate and fast automatic segmentation of the spinal cord. NeuroImage 98: 528-536 (2014) - [c21]Eugene Vorontsov, Nadine Abi-Jaoudeh, Samuel Kadoury:
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, Pablo A. Valdes:
Higher-Order CRF Tumor Segmentation with Discriminant Manifold Potentials. MICCAI (1) 2013: 719-726 - [c16]Ming Li, Nadine Abi-Jaoudeh, Ankur Kapoor, Samuel Kadoury, Sheng Xu, Niels J. Noordhoek, Alessandro Radaelli, Bart Carelsen, Bradford J. Wood:
Towards cone-beam CT thermometry. Medical Imaging: Image-Guided Procedures 2013: 86711I - 2012
- [c15]Samuel Kadoury, Güray Erus, Evangelia I. Zacharaki, Nikos Paragios, Christos Davatzikos:
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, Aradhana Venkatesan, Jürgen Weese, J. Jago, Jochen Kruecker:
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, Aradhana M. Venkatesan, Roberto Ardon, James Jago, Jochen Kruecker:
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 Analysis 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, Aradhana M. Venkatesan, Sandeep Dalal, Sheng Xu, Jochen Kruecker:
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. Engineering 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, Sheng Xu, Neil D. Glossop, Peter L. Choyke, Baris Turkbey, Peter A. Pinto, Bradford J. Wood, Jochen Kruecker:
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. Med. 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. Computer Vision and Image Understanding 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. Med. Biol. Engineering and Computing 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. Engineering 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
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