CANADA RESEARCH CHAIR IN MEDICAL IMAGING AND ASSISTED INTERVENTIONS

Contact Us

Phone
(514) 340 4711 ext. 4262

Email
samuel.kadoury@polymtl.ca
 

2017

Book Chapters

  • Parent F, Gerard M, Kashyap R, and Kadoury S. UV Exposed optical fibers with frequency domain reflectometry for device tracking in intra-arterial procedures. In: Descoteaux M, Maier-Hein L, Franz A, Jannin P, Collins D, Duchesne S. (eds) Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017. MICCAI 2017. Lecture Notes in Computer Science, 2017, vol 10434, 594-601. Springer, Cham, DOI: https://doi.org/10.1007/978-3-319-66185-8_67.

Journals

  • Chartrand G, Cheng P, Vorontsov E, Drozdzal M, Turcotte S, Pal C, Kadoury S, and Tang A. Deep learning: A primer for radiologists. RadioGraphics. 2017, 37(7), 2113-2131.
  • Shakeri M, Datta AN, Malfait D, Oser N, Létourneau-Guillon L, Major P, Srour M, Tucholka A, Kadoury S, and Lippé S. Sub-cortical brain morphometry and its relationship with cognition in rolandic epilepsy. Epilepsy Research. 2017, 138 (supplement C), 39-45.
  • Gotra A, Sivakumuran L, Chartrand G, Vu KN, Vandenbroucke-Menu F, Kauffmann C, Kadoury S, Gallix B, de Guise JA, and Tang A. Liver segmentation: Indications, techniques, and future directions. Insights into Imaging. 2017, 8(4), 377-392.
  • Parent F, Loranger S, Mandal KK, Iezzi V, Lapointe J, Boisvert JS, Baiad M, Kadoury S, and Kashyap R. Enhancement of accuracy in shape sensing of surgical needles using optical frequency domain reflectometry in optical fibers. Biomedical Optics Express. 2017, 8(4), 2210-2221.
  • Mandal K, Parent F, Kashyap R, Martel S, and Kadoury S. Assessment of the accuracy of optical shape sensing for needle tracking interventions. Journal of Medical Devices. 2017, 11(3), 034504, DOI: 10.1115/1.4036338.
  • Gérard M, Michaud F, Bigot A, Tang A, Soulez G, and Kadoury S. Geometric modeling of hepatic arteries in 3D ultrasound with unsupervised MRA fusion during liver interventions. International Journal of Computer Assisted Radiology and Surgery (IJCARS). 2017, 12(6), 961-972.
  • Vorontsov E, Tang A, Roy D, Pal C, and Kadoury S. Metastatic liver tumour segmentation with a neural network guided 3D deformable model. Medical & Biological Engineering & Computing. 2017, 55(1), 127-139.
  • Kadoury S, Mandel W, Roy-Beaudry M, Nault ML, and Parent S. 3D morphology prediction of progressive spinal deformities from probabilistic modeling of discriminant manifolds. IEEE Transactions in Medical Imaging. 2017, 36(5), 1194-1204.
  • Ménard C, Pambrun JF, and Kadoury S. The utilization of magnetic resonance imaging in the operating room. Brachytherapy. 2017, 16(4), 754-760.
  • Shen J, Kadoury S, Labelle H, Roy-Beaudry M, Aubin C-E, and Parent S. Geometric torsion in adolescent idiopathic scoliosis: A new method to differentiate between Lenke 1 subtypes. Spine. 2017, 42(9), E532-E538.
  • Poulin E, Boudam K, Pinter C, Kadoury S, Lasso A, Fichtinger G, and Ménard C. Validation of MRI to US registration for focal HDR prostate brachytherapy. Brachytherapy. 2017, 16(3), S56-S57.

Conferences

  • Petković U, Korez R, Parent S, Kadoury S, and Vrtovec T. 3D Cobb angle measurements from scoliotic mesh models with varying face-vertex density. MSKI 2017, 5th Workshop & Challenge in conjunction with MICCAI 2017, Quebec City, Canada, September 2017.
  • Parent F, Gérard M, Kashyap R, and Kadoury S. UV exposed optical fibers with frequency domain reflectometry for device tracking in intra-arterial procedures. In Proc. 20th Int’l Conf. MICCAI, Quebec, Quebec, Canada, September 2017.
  • Plantefève R, Kadoury S, Tang A, and Peterlik I. Robust automatic graph-based skeletonization of hepatic vascular trees. In Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, CVII-STENT 2017 & LABELS 2017, Quebec, Quebec, Canada, September 2017, 20-28.
  • Vorontsov E, Trabelsi C, Kadoury S, and Pal C. On orthogonality and learning recurrent networks with long term dependencies. In Proc. Int’l Conference on Machine Learning (ICML), Sidney, Australia, June 2017.
  • Michaud F, Plantefève R, Kadoury S, and Soulez G. New embolization quantification tool for transarterial hepatic chemoembolization. In Proc. Int’l Conf. Computer Assisted Radiology and Surgery, Barcelona, Spain, June 2017.
  • Gérard M, Michaud F, Bigot A, Tang A, Soulez G, and Kadoury S. Geometric modeling of hepatic arteries in 3D ultrasound with unsupervised MRA fusion during liver interventions. In Proc. Int’l Conf. IPCAI, Barcelona, Spain, June 2017, 961-972.
  • Tripathi S, Nozadi SH, Shakeri M, et Kadoury S. Sub-cortical shape morphology and voxel-based features for Alzheimer's disease classification. In Proc. IEEE Int’l Symp. Biomed. Imaging (ISBI), Melbourne, Australia, April 2017, 991-994.

Preprints

  • Boucher M-A, Damphousse A, Dupont C, Knoth IS, El-Jalbout R, Lippé S, et Kadoury S. Measurement agreement of total brain and lateral ventricular volumes between 3D ultrasound and MRI in infants brains. Society of Pediatrics Radiology, Vancouver, Canada, May 2017.
  • Poulin E, Boudam K, Pinter C, Kadoury S, Lasso A, Fichtinger G, et Ménard C. Validation of MRI to US registration for focal HDR prostate brachytherapy treatment. American Brachytherapy Society, Boston, United States, April 2017, Brachyterapy. 16(3), S56-S57.
  • Vorontsov E, Trabelsi C, Kadoury S, et Pal C. On orthogonality and learning recurrent networks with long term dependencies. 2017. arXiv preprint arXiv:1702.00071
  • Kadoury S, Mandel W, Roy-Beaudry M, Nault ML, et Parent S. 3D morphology prediction of progressive spinal deformities from probabilistic modeling of discriminant manifolds. 2017.arXiv preprint arXiv:1701.04869.