Samuel Kadoury

According to our database1, Samuel Kadoury authored at least 73 papers between 2006 and 2018.

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Bibliography

2018
Learning normalized inputs for iterative estimation in medical image segmentation.
Medical Image Analysis, 2018

Classification of Alzheimer's and MCI Patients from Semantically Parcelled PET Images: A Comparison between AV45 and FDG-PET.
Int. J. Biomedical Imaging, 2018

Dilatation of Lateral Ventricles with Brain Volumes in Infants with 3D Transfontanelle US.
CoRR, 2018

Spatiotemporal Manifold Prediction Model for Anterior Vertebral Body Growth Modulation Surgery in Idiopathic Scoliosis.
CoRR, 2018

Convolutional networks for kidney segmentation in contrast-enhanced CT scans.
CMBBE: Imaging & Visualization, 2018

Intra-operative Brain Shift Correction with Weighted Locally Linear Correlations of 3DUS and MRI.
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018

Spatiotemporal Manifold Prediction Model for Anterior Vertebral Body Growth Modulation Surgery in Idiopathic Scoliosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Blood-Flow Estimation in the Hepatic Arteries Based on 3D/2D Angiography Registration.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2018

Dilatation of Lateral Ventricles with Brain Volumes in Infants with 3D Transfontanelle US.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Asymmetry quantification from reflectance images of orthotic patients using structural similarity metrics.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Liver lesion segmentation informed by joint liver segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Inter-vertebral disk modelling from pairs of segmented vertebral models using trainable pre-processing networks.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Computer-assisted pedicle screw placement planning: Towards clinical practice.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
3-D Morphology Prediction of Progressive Spinal Deformities From Probabilistic Modeling of Discriminant Manifolds.
IEEE Trans. Med. Imaging, 2017

Metastatic liver tumour segmentation with a neural network-guided 3D deformable model.
Med. Biol. Engineering and Computing, 2017

On orthogonality and learning recurrent networks with long term dependencies.
CoRR, 2017

Liver lesion segmentation informed by joint liver segmentation.
CoRR, 2017

3D Morphology Prediction of Progressive Spinal Deformities from Probabilistic Modeling of Discriminant Manifolds.
CoRR, 2017

Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation.
CoRR, 2017

Geometric modeling of hepatic arteries in 3D ultrasound with unsupervised MRA fusion during liver interventions.
Int. J. Computer Assisted Radiology and Surgery, 2017

Robust Automatic Graph-Based Skeletonization of Hepatic Vascular Trees.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2017

3D Cobb Angle Measurements from Scoliotic Mesh Models with Varying Face-Vertex Density.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2017

UV Exposed Optical Fibers with Frequency Domain Reflectometry for Device Tracking in Intra-arterial Procedures.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Sub-cortical shape morphology and voxel-based features for Alzheimer's disease classification.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

On orthogonality and learning recurrent networks with long term dependencies.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
Sub-cortical brain structure segmentation using F-CNN's.
CoRR, 2016

Prior-based Coregistration and Cosegmentation.
CoRR, 2016

The Importance of Skip Connections in Biomedical Image Segmentation.
CoRR, 2016

Statistical shape analysis of subcortical structures using spectral matching.
Comp. Med. Imag. and Graph., 2016

Vessel-based registration of an optical shape sensing catheter for MR navigation.
Int. J. Computer Assisted Radiology and Surgery, 2016

3D shape tracking of minimally invasive medical instruments using optical frequency domain reflectometry.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Visualization of hepatic arteries with 3D ultrasound during intra-arterial therapies.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Deep Spectral-Based Shape Features for Alzheimer's Disease Classification.
Proceedings of the Spectral and Shape Analysis in Medical Imaging, 2016

Prior-Based Coregistration and Cosegmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Classification of Progressive and Non-progressive Scoliosis Patients Using Discriminant Manifolds.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2016

The Importance of Skip Connections in Biomedical Image Segmentation.
Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016

Sub-cortical brain structure segmentation using F-CNN'S.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Sparse and multi-object pose+shape modeling of the three-dimensional scoliotic spine.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

3D vascular path planning of chemo-embolizations using segmented hepatic arteries from MR angiography.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

A real-time remote video streaming platform for ultrasound imaging.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Automatic Segmentation of the Spinal Cord and Spinal Canal Coupled With Vertebral Labeling.
IEEE Trans. Med. Imaging, 2015

Metastatic liver tumour segmentation from discriminant Grassmannian manifolds.
CoRR, 2015

Calibration of a needle tracking device with fiber Bragg grating sensors.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Classification of Alzheimer's Disease Using Discriminant Manifolds of Hippocampus Shapes.
Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

2014
Robust, accurate and fast automatic segmentation of the spinal cord.
NeuroImage, 2014

Global geometric torsion estimation in adolescent idiopathic scoliosis.
Med. Biol. Engineering and Computing, 2014

Groupwise shape analysis of the hippocampus using spectral matching.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Automatic 3D segmentation of spinal cord MRI using propagated deformable models.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Metastatic Liver Tumor Segmentation Using Texture-Based Omni-Directional Deformable Surface Models.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014

3D Spine Reconstruction of Postoperative Patients from Multi-level Manifold Ensembles.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013
Towards cone-beam CT thermometry.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

Higher-Order CRF Tumor Segmentation with Discriminant Manifold Potentials.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012
Graph-based surface extraction of the liver using locally adaptive priors for multimodal interventional image registration.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI.
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

A model-based registration approach of preoperative MRI with 3D ultrasound of the liver for Interventional guidance procedures.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Manifold-constrained embeddings for the detection of white matter lesions in brain MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Automatic inference of articulated spine models in CT images using high-order Markov Random Fields.
Medical Image Analysis, 2011

Accuracy assessment of an automatic image-based PET/CT registration for ultrasound-guided biopsies and ablations.
Proceedings of the Medical Imaging 2011: Visualization, 2011

3D Model-based Reconstruction of the Proximal Femur from Low-dose Biplanar X-Ray Images.
Proceedings of the British Machine Vision Conference, 2011

2010
Self-Calibration of Biplanar Radiographic Images Through Geometric Spine Shape Descriptors.
IEEE Trans. Biomed. Engineering, 2010

Realtime TRUS/MRI Fusion Targeted-Biopsy for Prostate Cancer: A Clinical Demonstration of Increased Positive Biopsy Rates.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

Nonlinear Embedding towards Articulated Spine Shape Inference Using Higher-Order MRFs.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Multimodal inference of articulated spine models from higher order energy functions of discrete MRFS.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Personalized X-Ray 3-D Reconstruction of the Scoliotic Spine From Hybrid Statistical and Image-Based Models.
IEEE Trans. Med. Imaging, 2009

Surface/Volume-Based Articulated 3D Spine Inference through Markov Random Fields.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Segmentation of Scoliotic Spine Silhouettes from Enhanced Biplanar X-Rays Using a Prior Knowledge Bayesian Framework.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
A statistical image-based approach for the 3D reconstruction of the scoliotic spine from biplanar radiographs.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
A Novel System for the 3-D Reconstruction of the Human Spine and Rib Cage From Biplanar X-Ray Images.
IEEE Trans. Biomed. Engineering, 2007

A versatile 3D reconstruction system of the spine and pelvis for clinical assessment of spinal deformities.
Med. Biol. Engineering and Computing, 2007

Face detection in gray scale images using locally linear embeddings.
Computer Vision and Image Understanding, 2007

Image Guidance of Intracardiac Ultrasound with Fusion of Pre-operative Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Fusion of Intracardiac Ultrasound with 3D Cardiac C-Arm CT from Animal Data for Electrophysiology.
Proceedings of the Bildverarbeitung für die Medizin 2007, 2007

2006
Finding Faces in Gray Scale Images Using Locally Linear Embeddings.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006


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