Quantifying Registration Uncertainty With Sparse Bayesian Modelling von Le Folgoc, Loic, Delingette, Herve, Criminisi, Antonio, Ayache, Nicholas

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Sparse Bayesian registration of medical images for self-tuning of parameters and spatially adaptive parametrization of displacements von Le Folgoc, Loïc, Delingette, Hervé, Criminisi, Antonio, Ayache, Nicholas

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Autosegmentation of prostate anatomy for radiation treatment planning using deep decision forests of radiomic features von Macomber, Meghan W, Phillips, Mark, Tarapov, Ivan, Jena, Rajesh, Nori, Aditya, Carter, David, Folgoc, Loic Le, Criminisi, Antonio, Nyflot, Matthew J

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Evaluation of Personalised Canine Electromechanical Models von Giffard-Roisin, Sophie, Marchesseau, Stéphanie, Le Folgoc, Loïc, Delingette, Hervé, Sermesant, Maxime

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Evaluating reinforcement learning agents for anatomical landmark detection von Alansary, Amir, Oktay, Ozan, Li, Yuanwei, Folgoc, Loic Le, Hou, Benjamin, Vaillant, Ghislain, Kamnitsas, Konstantinos, Vlontzos, Athanasios, Glocker, Ben, Kainz, Bernhard, Rueckert, Daniel

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Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models von Biffi, Carlo, Cerrolaza, Juan J., Tarroni, Giacomo, Bai, Wenjia, de Marvao, Antonio, Oktay, Ozan, Ledig, Christian, Le Folgoc, Loic, Kamnitsas, Konstantinos, Doumou, Georgia, Duan, Jinming, Prasad, Sanjay K., Cook, Stuart A., O'Regan, Declan P., Rueckert, Daniel

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Image Registration via Stochastic Gradient Markov Chain Monte Carlo von Grzech, Daniel, Kainz, Bernhard, Glocker, Ben, le Folgoc, Loïc

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Développement d'un modèle de « Machine Learning » d'aide à la prescription de posologies individualisées destinées aux patients traités par amoxicilline en perfusion continue... von Guillot, R., El-Helali, N., Mory, C., Gutton, J., Hocquet, G., Le Monnier, A., Buronfosse, A., BILLUART, O., Le Folgoc, L., Maynadier, X.

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The Pitfalls of Sample Selection: A Case Study on Lung Nodule Classification von Baltatzis, Vasileios, Bintsi, Kyriaki-Margarita, Folgoc, Loïc Le, Martinez Manzanera, Octavio E., Ellis, Sam, Nair, Arjun, Desai, Sujal, Glocker, Ben, Schnabel, Julia A.

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Sparse Bayesian Registration von Le Folgoc, Loïc, Delingette, Hervé, Criminisi, Antonio, Ayache, Nicholas

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The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data von Baltatzis, Vasileios, Le Folgoc, Loïc, Ellis, Sam, Manzanera, Octavio E. Martinez, Bintsi, Kyriaki-Margarita, Nair, Arjun, Desai, Sujal, Glocker, Ben, Schnabel, Julia A.

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Controlling Meshes via Curvature: Spin Transformations for Pose-Invariant Shape Processing von Le Folgoc, Loïc, Castro, Daniel C., Tan, Jeremy, Khanal, Bishesh, Kamnitsas, Konstantinos, Walker, Ian, Alansary, Amir, Glocker, Ben

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Confidence-Based Training for Clinical Data Uncertainty in Image-Based Prediction of Cardiac Ablation Targets von Cabrera-Lozoya, Rocío, Margeta, Jan, Le Folgoc, Loïc, Komatsu, Yuki, Berte, Benjamin, Relan, Jatin, Cochet, Hubert, Haïssaguerre, Michel, Jaïs, Pierre, Ayache, Nicholas, Sermesant, Maxime

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Current-Based 4D Shape Analysis for the Mechanical Personalization of Heart Models von Le Folgoc, Loïc, Delingette, Hervé, Criminisi, Antonio, Ayache, Nicholas

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Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents von Alansary, Amir, Folgoc, Loic Le, Vaillant, Ghislain, Oktay, Ozan, Li, Yuanwei, Bai, Wenjia, Passerat-Palmbach, Jonathan, Guerrero, Ricardo, Kamnitsas, Konstantinos, Hou, Benjamin, McDonagh, Steven, Glocker, Ben, Kainz, Bernhard, Rueckert, Daniel

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Apprentissage statistique pour la personnalisation de modèles cardiaques à partir de données d’imagerie von Le Folgoc, Loïc

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Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo von Grzech, Daniel, Azampour, Mohammad Farid, Qiu, Huaqi, Glocker, Ben, Kainz, Bernhard, Folgoc, Loïc Le

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Controlling Meshes via Curvature: Spin Transformations for Pose-Invariant Shape Processing von Loic Le Folgoc, Castro, Daniel C, Tan, Jeremy, Khanal, Bishesh, Kamnitsas, Konstantinos, Walker, Ian, Alansary, Amir, Glocker, Ben

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Evaluation of 3D GANs for Lung Tissue Modelling in Pulmonary CT von Ellis, Sam, Manzanera, Octavio E. Martinez, Baltatzis, Vasileios, Nawaz, Ibrahim, Nair, Arjun, Folgoc, Loïc Le, Desai, Sujal, Glocker, Ben, Schnabel, Julia A

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Lifted Auto-Context Forests for Brain Tumour Segmentation von Le Folgoc, Loic, Nori, Aditya V., Ancha, Siddharth, Criminisi, Antonio

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