CANADA RESEARCH CHAIR IN MEDICAL IMAGING AND ASSISTED INTERVENTIONS

2018

Book Chapters

  • Kadoury S. Manifold Learning in Medical Imaging. In: Bracken P. (eds) Manifolds II - Theory and Applications, 81-99. IntechOpen Limited, United Kingdom. http://dx.doi.org/http://dx.doi.org/10.5772/intechopen.79989.
  • Petković U, Korez R, Parent S, Kadoury S, and Vrtovec T. 3D Cobb angle measurements from scoliotic mesh models with varying face-vertex density. In: Glocker B, Yao J, Vrtovec T, Frangi A, Zheng G. (eds) Computational Methods and Clinical Applications in Musculoskeletal Imaging. MSKI 2017. Lecture Notes in Computer Science, 2018, vol 10734, 48-58. Springer, Cham, DOI: https://doi.org/10.1007/978-3-319-74113-0_5.
  • Thong W, Kadoury, S, Piché N, and Pal CJ. Convolutional networks for kidney segmentation in contrast-enhanced CT scans. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization. 2018, 6(3), 277-282, DOI: https://doi.org/10.1080/21681163.2016.1148636.
  • Shams R, Boucher MA, and Kadoury S. Intra-operative brain shift correction with weighted locally linear correlations of 3DUS and MRI. In: Stoyanov D. et al. (eds) Simulation, image processing, and ultrasound systems for assisted diagnosis and navigation. Lecture Notes in Computer Science. 2018, vol 11042, 179-184. Springer, Cham. DOI: https://doi.org/10.1007/978-3-030-01045-4_22.
  • Lessard S, Plantefève R, Michaud F, Huet C, Soulez G, and Kadoury S. Blood-flow estimation in the hepatic arteries based on 3D/2D angiography registration. In: Stoyanov D. et al. (eds) Intravascular imaging and computer assisted stenting and large-scale annotation of biomedical data and expert label synthesis. LABELS 2018, CVII 2018, STENT 2018. Lecture Notes in Computer Science. 2018, vol 11043, 3-10. Springer, Cham. DOI: https://doi.org/10.1007/978-3-030-01364-6_1.
  • Kadoury S. Manifold learning in medical imaging. Manifolds. 2018, IntechOpen. DOI: 10.5772/intechopen.79989.

Journals

  • Nozadi SH, and Kadoury S, The Alzheimer's Disease Neuroimaging Initiative. Classification of Alzheimer’s and MCI patients from semantically parcelled PET images: A comparison between AV45 and FDG-PET. International Journal of Biomedical Imaging. 2018, DOI: 10.1155/2018/1247430.
  • Michaud F, Li N, Plantefève R, Bigot A, Kadoury S, Martel S, and Soulez G. In vitro feasibility study of magnetic resonance navigation in realistic physiological settings. Journal of Vascular and Interventional Radiology. 2018, 29(4, Supplement), S135.
  • Drozdzal M, Chartrand G, Vorontsov E, Di Jorio L, Tang A, Romero A, Bengio Y, Pal C, and Kadoury S. Learning normalized inputs for iterative estimation in medical image segmentation. Medical Image Analysis. 2018, 44, 1-13, DOI: 10.1016/j.media.2017.11.005.
  • Poulin E, Boudam K, Pinter C, Kadoury S, Lasso A, Fichtinger G, and Ménard C. Validation of MRI to TRUS registration for high-dose-rate prostate brachytherapy. Brachytherapy. 2018, 17(2), 283-290, DOI: 10.1016/j.brachy.2017.11.018.
  • Boyer L, Shen J, Parent S, Kadoury S, and Aubin C-É. Accuracy and precision of seven radiography-based measurement methods of vertebral axial rotation in adolescent idiopathic scoliosis. Spine Deformity. 2018, 6(4), 351-357, DOI: 10.1016/j.jspd.2017.12.004.
  • Michaud F, Li N, Plantefève R, Nosrati Z, Tremblay C, Saatchi K, Moran G, Bigot A, Häfeli UO, Kadoury S, and Tang A. Selective embolization with magnetized microbeads using magnetic resonance navigation in a controlled-flow liver model. Medical Physics. 2018. 42(2). 789-799. DOI: 10.1002/mp.13298.
  • Boucher MA, Lippé S, Dupont C, Knoth IS, Lopez G, Shams R, El-Jalbout R, Damphousse A, and Kadoury S. Computer-aided lateral ventricular and brain volume measurements in 3D ultrasound for assessing growth trajectories in newborns and neonates. Physics in Medicine & Biology. 2018, 63(22), 225012.

Conferences

  • Nahle I, Knez D, Vrtovec T, Kadoury S, and Parent S. Computer-assisted pedicle screw planning from pre-operative CT: A quantitative comparison with post-operative 3D reconstructions. 39th SICOT Orthopaedic World Congress, Montreal, Canada, October 2018.
  • Shams R, Boucher MA, Kadoury S. Intra-operative brain shift correction with weighted locally linear correlations of 3DUS and MRI. Lecture Notes in Computer Science, vol 11042. POCUS 2018, BIVPCS 2018, CuRIOUS 2018, CPM 2018 in Conjunction with MICCAI 2018, Granada, Spain, September 2018, 179-184. Springer, http://dx.doi.org/https://doi.org/10.1007/978-3-030-01045-4_22.
  • Mandel W, Turcot O, Knez D, Parent S, and Kadoury S. Spatiotemporal manifold prediction model for anterior vertebral body growth modulation surgery in idiopathic scoliosis. In Proc. 21st Int’l Conf. MICCAI, Granades, Espagne, september 2018.
  • Lessard S, Plantefève R, Michaud F, Huet C, Soulez G, and Kadoury S. Blood-flow estimation in the hepatic arteries based on 3D/2D angiography registration. MICCAI, CVII-STENT 2018, Granada, Spain, September 2018.
  • Boucher MA, Damphousse A, El-Jalbout R, Lippé S, and Kadoury S. Dilatation of lateral ventricules with brain volumes in infants with 3D transfontanelle US. In Proc. 21st Int’l Conf. MICCAI, Granada, Spain, September 2018.
  • Soulez G, and Kadoury S. Blood-flow estimation in the hepatic arteries based on 3D/2D angiography registration. Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis: 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018, in conjunction with MICCAI 2018, Granada, Spain, September 2018, Proceedings vol 11043, 3.
  • Hubacher M, Oser N, Malfait D, Shakeri M, Kadoury S, Weber P, Lippe S, and Datta AN. Lower dynamic functional connectivity in children with benign epilepsy with centro-temporal spikes during language processing. 13th European Congress on Epileptology Epilepsia. Vienna, Austria, August 2018, Epilepsia, 59, S295-S296.
  • Turcot O, Knez D, Vrtovec T, Kadoury S, and Parent S. Predictive model of spine correction following anterior vertebral body growth modulation in adolescent with idiopathic scoliosis. 25th International Meeting on Advanced Spine Techniques (IMAST), Los Angeles, United States, July 2018.
  • Knez D, Nahle IS, Vrtovec T, Parent S, and Kadoury S. Computer-assisted pedicle screw placement planning: Towards clinical practice. 2018 IEEE 15th International Symposium on Biomedical Imagine (ISBI 2018), Washington, DC, United States. April 2018, 249-252. IEEE. DOI: 10.1109/ISBI.2018.8363566.
  • Thibodeau-Antonacci A, Petitclerc L, Gilbert G, Bilodeau L, Castel H, Turcotte S, Olivié D, Huet C, Perreault P, Soulez P, Tang A, and Kadoury S. Dynamic contrast-enhanced MRI to assess hepatocellular carcinoma response to transarterial chemoembolization: A pilot study. ISMRM 2018, Paris, France, June 2018.
  • Vorontsov E, Tang A, Pal C, and Kadoury S. Liver lesion segmentation informed by joint liver segmentation. Proc. IEEE ISBI, Washington, DC, United States, April 2018, 1332-1335. http://dx.doi.org/doi: 10.1109/ISBI.2018.8363817.
  • Shakeri M, Nahle IS, Finley E, and Kadoury S. Inter-vertebral disk modelling from pairs of segmented vertebral models using trainable pre-processing networks. 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), Washington, DC, United States, April 2018, 1122-1125. DOI: 10.1109/ISBI.2018.8363768.
  • Michaud F, Li N, Plantefève R, Bigot A, Kadoury S, Martel S, and Soulez G. (2018). In vitro feasibility study of magnetic resonance navigation in realistic physiological settings. Journal of Vascular and Interventional Radiology. SIR 2018 Annual Scientific Meeting, Los Angeles, United States (S135), March 2018. http://dx.doi.org/https://doi.org/10.1016/j.jvir.2018.01.349.
  • Boucher MA, Watts N, Gremillet F, Légaré P, and Kadoury S. Asymmetry quantification from reflectance images of orthotic patients using structural similarity metrics. SPIE 2018, Medical Imaging 2018: Computer-Aided Diagnosis. International Society for Optics and Photonics. Houston, United States, February 2018, Proceedings vol 10575, 105753G. https://doi.org/10.1117/12.2292544.
  • Vorontsov E, Tang A, Pal C, and Kadoury S. Liver lesion segmentation informed by joint liver segmentation. 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), Washington, DC, United States, April 2018, 1332-1335, DOI: 10.1109/ISBI.2018.8363817. arXiv:1707.07734v3.

Preprints

  • Boucher MA, Lippé S, Damphousse A, El-Jalbout R, and Kadoury S. Dilatation of lateral ventricles with brain volumes in infants with 3D transfontanelle US. 2018. arXiv preprint arXiv:1806.02305.
  • Mandel W, Turcot O, Knez D, Parent S, and Kadoury S. Spatiotemporal manifold prediction model for anterior vertebral body growth modulation surgery in idiopathic scoliosis. 2018. arXiv preprint arXiv:1806.02285.