Documents publiés en "2021"

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Cheng, P. M., Montagnon, E., Yamashita, R., Pan, I., Cadrin-Chênevert, A., Romero, F. P., Chartrand, G., Kadoury, S., & Tang, A. (2021). Deep Learning: An Update for Radiologists. RadioGraphics, 41(5), 1427-1445. Lien externe

Cros, S., Vorontsov, E., & Kadoury, S. (avril 2021). Managing Class Imbalance in Multi-Organ CT Segmentation in Head and Neck Cancer Patients [Communication écrite]. 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), Nice, France. Lien externe

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Grajales, D., Picot, F., Shams, R., Barkati, M., Delouya, G., Béliveau-Nadeau, D., Nicolas, B., Leblond, F., Menard, C., & Kadoury, S. (octobre 2021). In Vivo Confirmation of Prostate Tumor Burden During HDR Brachytherapy With a Combined Raman Spectroscopy and MRI Radiomics Approach [Résumé]. ASTRO 63rd Annual Meeting, Chicago, Illinois. Publié dans International Journal of Radiation Oncology Biology Physics, 111(3 (suppl.)). Lien externe

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Kadoury, S., Lopera, D., Shams, R., Beliveau-Nadeau, D., Delouya, G., Boudam, K., Carrier, J.-F., & Menard, C. (mai 2021). Registration accuracy of an integrated MR-TRUS navigation system for prostate HDR brachytherapy [Affiche]. World Congress of Brachytherapy. Publié dans Radiotherapy and Oncology, 158. Lien externe

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Mandel, W., Oulbacha, R., Roy-Beaudry, M., Parent, S., & Kadoury, S. (2021). Image-Guided Tethering Spine Surgery With Outcome Prediction Using Spatio-Temporal Dynamic Networks. IEEE Transactions on Medical Imaging, 40(2), 491-502. Lien externe

Mandel, W., Parent, S., & Kadoury, S. (2021). Intra-operative forecasting of growth modulation spine surgery outcomes with spatio-temporal dynamic networks. International Journal of Computer Assisted Radiology and Surgery, 16(10), 1641-1651. Lien externe

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Navarro, I., Joseph, L., Liu, Z., Taussky, D., Delouya, G., Barkati, M., Beauchemin, M.-C., Niazi, T., Berlin, A., Helou, J., Raman, S., Beliveau-Nadeau, D., Kadoury, S., Rink, A., Chung, P., & Menard, C. (mai 2021). Outcomes in focal vs. dose-painted salvage HDR brachytherapy for locally recurrent prostate cancer [Résumé]. World Congress of Brachytherapy. Publié dans Radiotherapy and Oncology, 158. Lien externe

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Pasha, S., Shen, J., & Kadoury, S. (2021). True 3D parameters of the spinal deformity in adolescent idiopathic scoliosis. Spine Deformity, 9(3), 703-710. Lien externe

Plante, A., Dallaire, F., Grosset, A.-A., Nguyen, T., Birlea, M., Wong, J., Daoust, F., Roy, N., Kougioumoutzakis, A., Azzi, F., Aubertin, K., Kadoury, S., Latour, M., Albadine, R., Prendeville, S., Boutros, P., Fraser, M., Bristow, R. G., Van Der Kwast, T., ... Leblond, F. (2021). Dimensional reduction based on peak fitting of Raman micro spectroscopy data improves detection of prostate cancer in tissue specimens. Journal of Biomedical Optics, 26(11), 14 pages. Lien externe

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Romaguera, L. V., Mezheritsky, T., Mansour, R., Carrier, J.-F., & Kadoury, S. (2021). Probabilistic 4D predictive model from in-room surrogates using conditional generative networks for image-guided radiotherapy. Medical Image Analysis, 74, 102250 (17 pages). Lien externe

Romaguera, L. V., Mezheritsky, T., Mansour, R., Tanguay, W., & Kadoury, S. (2021). Predictive online 3D target tracking with population-based generative networks for image-guided radiotherapy. International Journal of Computer Assisted Radiology and Surgery, 16(7), 1213-1225. Lien externe

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Shakeri, S., Le, W., Ménard, C., & Kadoury, S. (avril 2021). Deformable Mri To Transrectal Ultrasound Registration For Prostate Interventions With Shape-Based Deep Variational Auto-Encoders [Communication écrite]. 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), Nice, France. Lien externe

Shams, R., Le, W., Weihs, A., & Kadoury, S. (avril 2021). Intensity-Based Wasserstein Distance as a Loss Measure for Unsupervised Deformable Deep Registration [Communication écrite]. 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), Nice, France. Lien externe

Svecic, A., Mansour, R., Tang, A., & Kadoury, S. (2021). Prediction of post transarterial chemoembolization MR images of hepatocellular carcinoma using spatio-temporal graph convolutional networks. PLOS ONE, 16(12), 22 pages. Lien externe

Svecic, A., Soulez, G., Monet, F., Kashyap, R., & Kadoury, S. (septembre 2021). Multimodal Sensing Guidewire for C-Arm Navigation with Random UV Enhanced Optical Sensors Using Spatio-Temporal Networks [Communication écrite]. 24th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2021), Strasbourg, France. Lien externe

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Touati, R., Le, W. T., & Kadoury, S. (2021). A feature invariant generative adversarial network for head and neck MRI/CT image synthesis. Physics in Medicine and Biology, 66(9), 18 pages. Lien externe

Tous, C., Li, N., Dimov, I. P., Kadoury, S., Tang, A., Hafeli, U. O., Nosrati, Z., Saatchi, K., Moran, G., Couch, M. J., Martel, S., Lessard, S., & Soulez, G. (2021). Navigation of Microrobots by MRI: Impact of Gravitational, Friction and Thrust Forces on Steering Success. Annals of Biomedical Engineering, 49(12), 3724-3736. Lien externe

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Vazquez Romaguera, L., Mezheritsky, T., & Kadoury, S. (septembre 2021). Personalized Respiratory Motion Model Using Conditional Generative Networks for MR-Guided Radiotherapy [Communication écrite]. 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021). Lien externe

Vorontsov, E., & Kadoury, S. (octobre 2021). Label noise in segmentation networks: Mitigation must deal with bias [Communication écrite]. 1st MICCAI Workshop on Data Augmentation, Labelling and Imperfections (DALI 2021). Lien externe