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1

Learning normalized inputs for iterative estimation in medical image segmentation

Drozdzal, Michal, Chartrand, Gabriel, Vorontsov, Eugene, Shakeri, Mahsa, Di Jorio, Lisa, Tang, An, Romero, Adriana, Bengio, Yoshua, Pal, Chris, Kadoury, Samuel

Journal:

Medical Image Analysis

Année:

2018

Langue:

english

Fichier:

PDF, 9.99 MB

english, 2018

2

Deep Learning: A Primer for Radiologists

Chartrand, Gabriel, Cheng, Phillip M., Vorontsov, Eugene, Drozdzal, Michal, Turcotte, Simon, Pal, Christopher J., Kadoury, Samuel, Tang, An

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 9.63 MB

english, 2017

3

[IEEE 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI) - Venice, Italy (2019.4.8-2019.4.11)] 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) - Multi-Level Batch Normalization in Deep Networks for Invasive Ductal Carcinoma Cell Discrimination in Histopathology Images

Romero, Francisco Perdigon, Tang, An, Kadoury, Samuel

Année:

2019

Langue:

english

Fichier:

PDF, 180 KB

english, 2019

4

Magnetic Resonance Imaging/Ultrasound Fusion Guided Prostate Biopsy Improves Cancer Detection Following Transrectal Ultrasound Biopsy and Correlates With Multiparametric Magnetic Resonance Imaging

Pinto, Peter A., Chung, Paul H., Rastinehad, Ardeshir R., Baccala, Angelo A., Kruecker, Jochen, Benjamin, Compton J., Xu, Sheng, Yan, Pingkun, Kadoury, Samuel, Chua, Celene, Locklin, Julia K., Turkbey

Journal:

The Journal of Urology

Année:

2011

Langue:

english

Fichier:

PDF, 177 KB

english, 2011

5

Towards a new 3D classification for adolescent idiopathic scoliosis

Shen, Jesse, Parent, Stefan, Wu, James, Aubin, Carl-Ãric, Mac-Thiong, Jean-Marc, Kadoury, Samuel, Newton, Peter, Lenke, Lawrence G., Lafage, Virginie, Barchi, Soraya, Labelle, Hubert

Journal:

Spine Deformity

Année:

2020

Langue:

english

Fichier:

PDF, 1.82 MB

english, 2020

6

Machine Learning Applications for Head and Neck Imaging

Maleki, Farhad, Le, William Trung, Sananmuang, Thiparom, Kadoury, Samuel, Forghani, Reza

Journal:

Neuroimaging Clinics of North America

Année:

2020

Fichier:

PDF, 909 KB

2020

7

A three-dimensional retrospective analysis of the evolution of spinal instrumentation for the correction of adolescent idiopathic scoliosis

Samuel Kadoury, Farida Cheriet, Marie Beauséjour, Ian A. Stokes, Stefan Parent, Hubert Labelle

Journal:

European Spine Journal

Année:

2009

Langue:

english

Fichier:

PDF, 773 KB

english, 2009

8

Classification of three-dimensional thoracic deformities in adolescent idiopathic scoliosis from a multivariate analysis

Samuel Kadoury, Hubert Labelle

Journal:

European Spine Journal

Année:

2012

Langue:

english

Fichier:

PDF, 819 KB

english, 2012

9

Three-dimensional morphology study of surgical adolescent idiopathic scoliosis patient from encoded geometric models

Thong, William, Parent, Stefan, Wu, James, Aubin, Carl-Eric, Labelle, Hubert, Kadoury, Samuel

Journal:

European Spine Journal

Année:

2016

Langue:

english

Fichier:

PDF, 1.86 MB

english, 2016

10

Reliability and Accuracy Analysis of a New Semiautomatic Radiographic Measurement Software in Adult Scoliosis

Aubin, Carl-Eric, Bellefleur, Christian, Joncas, Julie, de Lanauze, Dominic, Kadoury, Samuel, Blanke, Kathy, Parent, Stefan, Labelle, Hubert

Journal:

Année:

2011

Langue:

english

Fichier:

PDF, 8.54 MB

english, 2011

11

[IEEE 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Orlando, FL, USA (2016.8.16-2016.8.20)] 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - A real-time remote video streaming platform for ultrasound imaging

Ahmadi, Mehdi, Gross, Warren J., Kadoury, Samuel

Année:

2016

Langue:

english

Fichier:

PDF, 838 KB

english, 2016

12

Geometric Torsion in Adolescent Idiopathic Scoliosis

Shen, Jesse, Kadoury, Samuel, Labelle, Hubert, Roy-Beaudry, Marjolaine, Aubin, Carl-Éric, Parent, Stefan

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 951 KB

english, 2017

13

Liver segmentation: indications, techniques and future directions

Gotra, Akshat, Sivakumaran, Lojan, Chartrand, Gabriel, Vu, Kim-Nhien, Vandenbroucke-Menu, Franck, Kauffmann, Claude, Kadoury, Samuel, Gallix, Benoît, de Guise, Jacques A., Tang, An

Journal:

Insights into Imaging

Année:

2017

Langue:

english

Fichier:

PDF, 12.12 MB

english, 2017

14

Enhancement of accuracy in shape sensing of surgical needles using optical frequency domain reflectometry in optical fibers

Parent, Francois, Loranger, Sebastien, Mandal, Koushik Kanti, Iezzi, Victor Lambin, Lapointe, Jerome, Boisvert, Jean-Sébastien, Baiad, Mohamed Diaa, Kadoury, Samuel, Kashyap, Raman

Journal:

Biomedical Optics Express

Année:

2017

Langue:

english

Fichier:

PDF, 2.71 MB

english, 2017

15

Deep learning workflow in radiology: a primer

Montagnon, Emmanuel, Cerny, Milena, Cadrin-ChÃªnevert, Alexandre, Hamilton, Vincent, Derennes, Thomas, Ilinca, AndrÃ©, Vandenbroucke-Menu, Franck, Turcotte, Simon, Kadoury, Samuel, Tang, An

Journal:

Insights into Imaging

Année:

2020

Fichier:

PDF, 2.63 MB

2020

16

Automatic inference of articulated spine models in CT images using high-order Markov Random Fields

Samuel Kadoury, Hubert Labelle, Nikos Paragios

Journal:

Medical Image Analysis

Année:

2011

Langue:

english

Fichier:

PDF, 1.60 MB

english, 2011

17

A versatile 3D reconstruction system of the spine and pelvis for clinical assessment of spinal deformities

Samuel Kadoury, Farida Cheriet, Catherine Laporte, Hubert Labelle

Journal:

Medical and Biological Engineering and Computing

Année:

2007

Langue:

english

Fichier:

PDF, 687 KB

english, 2007

18

Face detection in gray scale images using locally linear embeddings

Samuel Kadoury, Martin D. Levine

Journal:

Computer Vision and Image Understanding

Année:

2007

Langue:

english

Fichier:

PDF, 3.18 MB

english, 2007

19

Intravoxel incoherent motion MR imaging for prostate cancer: An evaluation of perfusion fraction and diffusion coefficient derived from different b-value combinations

Yuxi Pang, Baris Turkbey, Marcelino Bernardo, Jochen Kruecker, Samuel Kadoury, Maria J. Merino, Bradford J. Wood, Peter A. Pinto, Peter L. Choyke

Journal:

Magnetic Resonance in Medicine

Année:

2012

Langue:

english

Fichier:

PDF, 1.73 MB

english, 2012

20

Robust, accurate and fast automatic segmentation of the spinal cord

De Leener, Benjamin, Kadoury, Samuel, Cohen-Adad, Julien

Journal:

Année:

2014

Langue:

english

Fichier:

PDF, 1.68 MB

english, 2014

21

Global geometric torsion estimation in adolescent idiopathic scoliosis

Kadoury, Samuel, Shen, Jesse, Parent, Stefan

Journal:

Medical and Biological Engineering and Computing

Année:

2014

Langue:

english

Fichier:

PDF, 1.56 MB

english, 2014

22

[IEEE 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Rotterdam, Netherlands (2010.04.14-2010.04.17)] 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Multimodal inference of articulated spine models from higher order energy functions of discrete MRFS

Kadoury, Samuel, Paragios, Nikos

Année:

2010

Langue:

english

Fichier:

PDF, 527 KB

english, 2010

23

[IEEE 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012) - Barcelona, Spain (2012.05.2-2012.05.5)] 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) - Manifold-constrained embeddings for the detection of white matter lesions in brain MRI

Kadoury, Samuel, Erus, Guray, Zacharaki, Evangelia I., Paragios, Nikos, Davatzikos, Christos

Année:

2012

Langue:

english

Fichier:

PDF, 405 KB

english, 2012

24

Automatic Segmentation of the Spinal Cord and Spinal Canal Coupled With Vertebral Labeling

De Leener, Benjamin, Cohen-Adad, Julien, Kadoury, Samuel

Journal:

IEEE Transactions on Medical Imaging

Année:

2015

Langue:

english

Fichier:

PDF, 11.59 MB

english, 2015

25

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista, Florida (Saturday 12 February 2011)] Medical Imaging 2011: Visualization, Image-Guided Procedures, and Modeling - Accuracy assessment of an automatic image-based PET/CT registration for ultrasound-guided biopsies and ablations

Kadoury, Samuel, Wong, Kenneth H., Holmes III, David R., Wood, Bradford J., Venkatesan, Aradhana M., Dalal, Sandeep, Xu, Sheng, Kruecker, Jochen

Année:

2011

Langue:

english

Fichier:

PDF, 1.65 MB

english, 2011

26

Real-time FDG PET Guidance during Biopsies and Radiofrequency Ablation Using Multimodality Fusion with Electromagnetic Navigation

Venkatesan, Aradhana M., Kadoury, Samuel, Abi-Jaoudeh, Nadine, Levy, Elliot B., Maass-Moreno, Roberto, Krücker, Jochen, Dalal, Sandeep, Xu, Sheng, Glossop, Neil, Wood, Bradford J.

Journal:

Année:

2011

Langue:

english

Fichier:

PDF, 1.47 MB

english, 2011

27

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista (Orlando Area), Florida, USA (Saturday 9 February 2013)] Medical Imaging 2013: Image-Guided Procedures, Robotic Interventions, and Modeling - Towards cone-beam CT thermometry

Li, Ming, Holmes, David R., Yaniv, Ziv R., Abi-Jaoudeh, Nadine, Kapoor, Ankur, Kadoury, Samuel, Xu, Sheng, Noordhoek, Niels, Radaelli, Alessandro, Carelsen, Bart, Wood, Bradford J.

Année:

2013

Langue:

english

Fichier:

PDF, 543 KB

english, 2013

28

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 15 February 2014)] Medical Imaging 2014: Image Processing - Groupwise shape analysis of the hippocampus using spectral matching

Ourselin, Sebastien, Styner, Martin A., Shakeri, Mahsa, Lombaert, Hervé, Lippé, Sarah, Kadoury, Samuel

Année:

2014

Langue:

english

Fichier:

PDF, 261 KB

english, 2014

29

SPIE Proceedings [SPIE SPIE Medical Imaging - Orlando, Florida, United States (Saturday 21 February 2015)] Medical Imaging 2015: Image-Guided Procedures, Robotic Interventions, and Modeling - Calibration of a needle tracking device with fiber Bragg grating sensors

Webster, Robert J., Yaniv, Ziv R., K. Mandal, Koushik, Parent, Francois, Martel, Sylvain, Kashyap, Raman, Kadoury, Samuel

Année:

2015

Langue:

english

Fichier:

PDF, 734 KB

english, 2015

30

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Image-Guided Procedures, Robotic Interventions, and Modeling - Graph-based surface extraction of the liver using locally adaptive priors for multimodal interventional image registration

Kadoury, Samuel, Holmes III, David R., Wong, Kenneth H., Wood, Bradford J., Venkatesan, Aradhana M., Ardon, Roberto, Jago, James, Kruecker, Jochen

Année:

2012

Langue:

english

Fichier:

PDF, 1.46 MB

english, 2012

31

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

Webster, Robert J., Yaniv, Ziv R., Parent, François, Kanti Mandal, Koushik, Loranger, Sebastien, Watanabe Fernandes, Eric Hideki, Kashyap, Raman, Kadoury, Samuel

Année:

2016

Langue:

english

Fichier:

PDF, 529 KB

english, 2016

32

Metastatic liver tumour segmentation with a neural network-guided 3D deformable model

Vorontsov, Eugene, Tang, An, Roy, David, Pal, Christopher J., Kadoury, Samuel

Journal:

Medical and Biological Engineering and Computing

Année:

2017

Langue:

english

Fichier:

PDF, 1.73 MB

english, 2017

33

Vessel-based registration of an optical shape sensing catheter for MR navigation

Mandal, Koushik, Parent, Francois, Martel, Sylvain, Kashyap, Raman, Kadoury, Samuel

Journal:

International Journal of Computer Assisted Radiology and Surgery

Année:

2016

Langue:

english

Fichier:

PDF, 2.07 MB

english, 2016

34

Convolutional networks for kidney segmentation in contrast-enhanced CT scans

Thong, William, Kadoury, Samuel, Piché, Nicolas, Pal, Christopher J.

Journal:

Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization

Année:

2016

Langue:

english

Fichier:

PDF, 1.69 MB

english, 2016

35

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

Webster, Robert J., Yaniv, Ziv R., Gérard, Maxime, Tang, An, Badoual, Anaïs, Michaud, François, Bigot, Alexandre, Soulez, Gilles, Kadoury, Samuel

Année:

2016

Langue:

english

Fichier:

PDF, 815 KB

english, 2016

36

Geometric Torsion in AIS

Shen, Jesse, Kadoury, Samuel, Labelle, Hubert, Parent, Stefan

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 579 KB

english, 2016

37

Three-Dimensional Reconstruction of the Scoliotic Spine and Pelvis From Uncalibrated Biplanar x-Ray Images

Kadoury, Samuel, Cheriet, Farida, Dansereau, Jean, Labelle, Hubert

Journal:

Journal of Spinal Disorders & Techniques

Année:

2007

Langue:

english

Fichier:

PDF, 430 KB

english, 2007

38

Metastatic liver tumour segmentation from discriminant Grassmannian manifolds

Kadoury, Samuel, Vorontsov, Eugene, Tang, An

Journal:

Physics in Medicine and Biology

Année:

2015

Langue:

english

Fichier:

PDF, 1.69 MB

english, 2015

39

[IEEE 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI 2016) - Prague, Czech Republic (2016.4.13-2016.4.16)] 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) - Sparse and multi-object pose+shape modeling of the three-dimensional scoliotic spine

Korez, Robert, Aubert, Benjamin, Cresson, Thierry, Parent, Stefan, Vrtovec, Tomaz, de Guise, Jacques, Kadoury, Samuel

Année:

2016

Langue:

english

Fichier:

PDF, 1.31 MB

english, 2016

40

[IEEE 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI 2016) - Prague, Czech Republic (2016.4.13-2016.4.16)] 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) - Sub-cortical brain structure segmentation using F-CNN'S

Shaken, Mahsa, Tsogkas, Stavros, Ferrante, Enzo, Lippe, Sarah, Kadoury, Samuel, Paragios, Nikos, Kokkinos, Iasonas

Année:

2016

Langue:

english

Fichier:

PDF, 945 KB

english, 2016

41

[IEEE 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI 2016) - Prague, Czech Republic (2016.4.13-2016.4.16)] 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) - 3D vascular path planning of chemo-embolizations using segmented hepatic arteries from MR angiography

Badoual, AnaiS, Gerard, Maxime, de Leener, Benjamin, Abi-Jaoudeh, Nadine, Kadoury, Samuel

Année:

2016

Langue:

english

Fichier:

PDF, 1.66 MB

english, 2016

42

3D Morphology Prediction of Progressive Spinal Deformities from Probabilistic Modeling of Discriminant Manifolds

Kadoury, Samuel, Mandel, William, Roy-Beaudry, Marjolaine, Nault, Marie-Lyne, Parent, Stefan

Journal:

IEEE Transactions on Medical Imaging

Année:

2017

Langue:

english

Fichier:

PDF, 1.42 MB

english, 2017

43

Geometric modeling of hepatic arteries in 3D ultrasound with unsupervised MRA fusion during liver interventions

Gérard, Maxime, Michaud, François, Bigot, Alexandre, Tang, An, Soulez, Gilles, Kadoury, Samuel

Journal:

International Journal of Computer Assisted Radiology and Surgery

Année:

2017

Langue:

english

Fichier:

PDF, 1.24 MB

english, 2017

44

Postoperative 3D spine reconstruction by navigating partitioning manifolds

Kadoury, Samuel, Labelle, Hubert, Parent, Stefan

Journal:

Medical Physics

Année:

2016

Langue:

english

Fichier:

PDF, 6.65 MB

english, 2016

45

[IEEE 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) - Melbourne, Australia (2017.4.18-2017.4.21)] 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) - Sub-cortical shape morphology and voxel-based features for Alzheimer's disease classification

Tripathi, Shashank, Nozadi, Seyed Hossein, Shakeri, Mahsa, Kadoury, Samuel

Année:

2017

Langue:

english

Fichier:

PDF, 857 KB

english, 2017

46

Validation of MRI to US Registration for Focal HDR Prostate Brachytherapy

Poulin, Eric, Boudam, Karim, Pinter, Csaba, Kadoury, Samuel, Lasso, Andras, Fichtinger, Gabor, Ménard, Cynthia

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 637 KB

english, 2017

47

[OSA Specialty Optical Fibers - Vancouver (2016..-..)] Advanced Photonics 2016 (IPR, NOMA, Sensors, Networks, SPPCom, SOF) - Massive Enhancement of Scatter in UV Exposed Optical Fibers

Parent, Francois, Loranger, Sebastien, Kadoury, Samuel, Kashyap, Raman

Année:

2016

Fichier:

PDF, 175 KB

2016

48

Assessment of the Accuracy of Optical Shape Sensing for Needle Tracking Interventions

Mandal, Koushik Kanti, Parent, Francois, Kashyap, Raman, Martel, Sylvain, Kadoury, Samuel

Journal:

Journal of Medical Devices

Année:

2017

Langue:

english

Fichier:

PDF, 3.64 MB

english, 2017

49

Validation of MRI to TRUS registration for high-dose-rate prostate brachytherapy

Poulin, Eric, Boudam, Karim, Pinter, Csaba, Kadoury, Samuel, Lasso, Andras, Fichtinger, Gabor, Ménard, Cynthia

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 2.48 MB

english, 2018

50

[IEEE 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) - Washington, DC, USA (2018.4.4-2018.4.7)] 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) - Computer-assisted pedicle screw placement planning: Towards clinical practice

Knez, Dejan, Nahle, Imad S., Vrtovec, Tomaz, Parent, Stefan, Kadoury, Samuel

Année:

2018

Langue:

english

Fichier:

PDF, 320 KB

english, 2018