The Importance of Skip Connections in Biomedical Image Segmentation von Drozdzal, Michal, Vorontsov, Eugene, Chartrand, Gabriel, Kadoury, Samuel, Pal, Chris

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Robust, accurate and fast automatic segmentation of the spinal cord von De Leener, Benjamin, Kadoury, Samuel, Cohen-Adad, Julien

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Deep learning workflow in radiology: a primer von Montagnon, Emmanuel, Cerny, Milena, Cadrin-Chênevert, Alexandre, Hamilton, Vincent, Derennes, Thomas, Ilinca, André, Vandenbroucke-Menu, Franck, Turcotte, Simon, Kadoury, Samuel, Tang, An

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Learning normalized inputs for iterative estimation in medical image segmentation von Drozdzal, Michal, Chartrand, Gabriel, Vorontsov, Eugene, Shakeri, Mahsa, Di Jorio, Lisa, Tang, An, Romero, Adriana, Bengio, Yoshua, Pal, Chris, Kadoury, Samuel

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Prediction of post transarterial chemoembolization MR images of hepatocellular carcinoma using spatio-temporal graph convolutional networks von Svecic, Andrei, Mansour, Rihab, Tang, An, Kadoury, Samuel

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A least square generative network based on invariant contrastive feature pair learning for multimodal MR image synthesis von Touati, Redha, Kadoury, Samuel

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Cross-institutional outcome prediction for head and neck cancer patients using self-attention neural networks von Le, William Trung, Vorontsov, Eugene, Romero, Francisco Perdigón, Seddik, Lotfi, Elsharief, Mohamed Mortada, Nguyen-Tan, Phuc Felix, Roberge, David, Bahig, Houda, Kadoury, Samuel

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Intra-operative forecasting of growth modulation spine surgery outcomes with spatio-temporal dynamic networks von Mandel, William, Parent, Stefan, Kadoury, Samuel

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Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge von Xiao, Yiming, Rivaz, Hassan, Chabanas, Matthieu, Fortin, Maryse, Machado, Ines, Ou, Yangming, Heinrich, Mattias P., Schnabel, Julia A., Zhong, Xia, Maier, Andreas, Wein, Wolfgang, Shams, Roozbeh, Kadoury, Samuel, Drobny, David, Modat, Marc, Reinertsen, Ingerid

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Classification of three-dimensional thoracic deformities in adolescent idiopathic scoliosis from a multivariate analysis von Kadoury, Samuel, Labelle, Hubert

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Intravoxel incoherent motion MR imaging for prostate cancer: An evaluation of perfusion fraction and diffusion coefficient derived from different b-value combinations von Pang, Yuxi, Turkbey, Baris, Bernardo, Marcelino, Kruecker, Jochen, Kadoury, Samuel, Merino, Maria J., Wood, Bradford J., Pinto, Peter A., Choyke, Peter L.

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Liver segmentation: indications, techniques and future directions von Gotra, Akshat, Sivakumaran, Lojan, Chartrand, Gabriel, Vu, Kim-Nhien, Vandenbroucke-Menu, Franck, Kauffmann, Claude, Kadoury, Samuel, Gallix, Benoît, de Guise, Jacques A., Tang, An

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Metastatic Liver Tumor Segmentation Using Texture-Based Omni-Directional Deformable Surface Models von Vorontsov, Eugene, Abi-Jaoudeh, Nadine, Kadoury, Samuel

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Radiomics using computed tomography to predict CD73 expression and prognosis of colorectal cancer liver metastases von Saber, Ralph, Henault, David, Messaoudi, Nouredin, Rebolledo, Rolando, Montagnon, Emmanuel, Soucy, Geneviève, Stagg, John, Tang, An, Turcotte, Simon, Kadoury, Samuel

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Navigation of Microrobots by MRI: Impact of Gravitational, Friction and Thrust Forces on Steering Success von Tous, Cyril, Li, Ning, Dimov, Ivan P., Kadoury, Samuel, Tang, An, Häfeli, Urs O., Nosrati, Zeynab, Saatchi, Katayoun, Moran, Gerald, Couch, Marcus J., Martel, Sylvain, Lessard, Simon, Soulez, Gilles

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Artificial intelligence to predict outcomes of head and neck radiotherapy von Bang, Chulmin, Bernard, Galaad, Le, William T., Lalonde, Arthur, Kadoury, Samuel, Bahig, Houda

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Predictive online 3D target tracking with population-based generative networks for image-guided radiotherapy von Romaguera, Liset Vázquez, Mezheritsky, Tal, Mansour, Rihab, Tanguay, William, Kadoury, Samuel

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Robot-assisted biopsy sampling for online Raman spectroscopy cancer confirmation in the operating room von Grajales, David, Le, William T., Tran, Trang, David, Sandryne, Dallaire, Frédérick, Ember, Katherine, Leblond, Frédéric, Ménard, Cynthia, Kadoury, Samuel

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Identification of intraductal carcinoma of the prostate on tissue specimens using Raman micro-spectroscopy: A diagnostic accuracy case-control study with multicohort validation von Grosset, Andrée-Anne, Dallaire, Frédérick, Nguyen, Tien, Birlea, Mirela, Wong, Jahg, Daoust, François, Roy, Noémi, Kougioumoutzakis, André, Azzi, Feryel, Aubertin, Kelly, Kadoury, Samuel, Latour, Mathieu, Albadine, Roula, Prendeville, Susan, Boutros, Paul, Fraser, Michael, Bristow, Rob G, van der Kwast, Theodorus, Orain, Michèle, Brisson, Hervé, Benzerdjeb, Nazim, Hovington, Hélène, Bergeron, Alain, Fradet, Yves, Têtu, Bernard, Saad, Fred, Leblond, Frédéric, Trudel, Dominique

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Bidirectional feature matching based on deep pairwise contrastive learning for multiparametric MRI image synthesis von Touati, Redha, Kadoury, Samuel

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