CANADA RESEARCH CHAIR IN MEDICAL IMAGING AND ASSISTED INTERVENTIONS

Contact Us

Phone
(514) 340 4711 ext. 4262

Email
samuel.kadoury@polymtl.ca
 

2015

Book Chapters

  • Kadoury S. Three-dimensional spine reconstruction from radiographs. In: Li S., Yao J. (eds) Spinal Imaging and Image Analysis. Lecture Notes in Computational Vision and Biomechanics, 2015, vol 18, 159-191, Springer, Cham, DOI: https://doi.org/10.1007/978-3-319-12508-4_6.
  • Thong WE, Labelle H, Shen J, Parent S, and Kadoury S. Stacked auto-encoders for classification of 3D spine models in adolescent idiopathic scoliosis. In: Yao J, Glocker B, Klinder T, et Li S. (eds) Recent advances in computational methods and clinical applications for spine imaging. Lecture Notes in Computational Vision and Biomechanics, 2015, vol 20. Springer, Cham, DOI: https://doi.org/10.1007/978-3-319-14148-0_2.
  • Shakeri M, Lombaert H, and Kadoury S. Classification of Alzheimer’s disease using discriminant manifolds of hippocampus shapes. In: Bhatia K, Lombaert H. (eds) Machine learning meets medical imaging. MLMMI 2015. Lecture Notes in Computer Science, 2015, vol 9487. Springer, Cham, 65-73, DOI: https://doi.org/10.1007/978-3-319-27929-9_7.

Journals

  • Kadoury S, Vorontsov E, and Tang A. Metastatic liver tumor segmentation using discriminant Grassmannian manifolds. Physics in Biology and Medicine. 2015, 60(16), 6459-78.
  • De Leener B, Cohen-Adad J, and Kadoury S. Automatic Segmentation of the spinal cord and spinal canal coupled with vertebral labeling. IEEE Transactions in Medical Imaging. 2015, 34(8), 1705-18.

Conferences

  • Thong W, Kadoury S, Piché N, and Pal C. Convolutional Networks for Kidney Segmentation in contrast-enhanced CT Scans. In Proc. Int’l Conf. Medical Image Computing and Computer-Assisted Intervention (MICCAI) – DLMIA workshop, Munich, Germany, October 2015.
  • Thong W, Labelle H, Shen J, Parent S, and Kadoury S. Stacked auto-encoders for classification of 3D spine models in adolescent idiopathic scoliosis. In Proc. 17th Int’l Conf. MICCAI - CSI workshop, Boston, United States, September 2015, vol. 20, 13-25.
  • Shakeri M, Lombaert H, and Kadoury S. Classification of Alzheimer's disease using discriminant manifolds of hippocampus shapes. In Proc. Int'l Conf. on Machine Learning - ICML 2015, Lille, France, July 2015, vol. 9487.
  • Mandal KK, Parent F, Martel S, Kashyap R, and Kadoury S. Calibration of a needle tracking device with fiber Bragg grating sensors. In Proc. SPIE Medical Imaging, Orlando, United States, February 2015, vol. 9415, 8, DOI: 10.1117/12.2081198.

Other

  • Wu J, Parent S, Aubin C-E, Kadoury S, Newton P, Lenke L, Lafage V, and Labelle H. Towards a new 3D classification for adolescent idiopathic scoliosis (AIS): 3D subgroups derived from a consensus approach from members of the SRS 3D taskforce, Scoliosis Research Society, Minneapolis, United States, September 2015.
  • Lim PH, Bilello M, and Kadoury S. A Grassmannian framework for classification between mild cognitive impairment and Alzheimer's disease. Human Brain Mapping. Honolulu, United States, June 2015.
  • Parent F, Mandal KK, Kadoury S, and Kashyap R. Real-time 3D reconstruction of catheter shape using FBGs based sensors. In Proc. SPIE Photonics West, Honolulu, United States, February 2015.
  • Abi-Jaoudeh N, Li M, Kadoury S, Kapoor A, Noordhoek NJ, Radaelli AG, Carelsen B, and Wood BJ. Imaging thermometry. US Patent App. 14/396,064.