Monotone Stochastic Choice Models: The Case of Risk and Time Preferences von Apesteguia, Jose, Ballester, Miguel A.

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Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline von Bonavita, Ilaria, Rafael-Palou, Xavier, Ceresa, Mario, Piella, Gemma, Ribas, Vicent, González Ballester, Miguel A.

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Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks von López-Linares, Karen, Aranjuelo, Nerea, Kabongo, Luis, Maclair, Gregory, Lete, Nerea, Ceresa, Mario, García-Familiar, Ainhoa, Macía, Iván, González Ballester, Miguel A.

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Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network von Rampun, Andrik, López-Linares, Karen, Morrow, Philip J., Scotney, Bryan W., Wang, Hui, Ocaña, Inmaculada Garcia, Maclair, Grégory, Zwiggelaar, Reyer, González Ballester, Miguel A., Macía, Iván

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Attri-VAE: Attribute-based interpretable representations of medical images with variational autoencoders von Cetin, Irem, Stephens, Maialen, Camara, Oscar, González Ballester, Miguel A.

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Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty von Jiménez-Sánchez, Amelia, Mateus, Diana, Kirchhoff, Sonja, Kirchhoff, Chlodwig, Biberthaler, Peter, Navab, Nassir, González Ballester, Miguel A., Piella, Gemma

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Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks von Rafael-Palou, Xavier, Aubanell, Anton, Bonavita, Ilaria, Ceresa, Mario, Piella, Gemma, Ribas, Vicent, González Ballester, Miguel A.

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Domain adaptation using AdaBN and AdaIN for high-resolution IVD mesh reconstruction from clinical MRI von Natarajan, Sai, Humbert, Ludovic, Ballester, Miguel A. González

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An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis von Urru, Andrea, Nakaki, Ayako, Benkarim, Oualid, Crovetto, Francesca, Segalés, Laura, Comte, Valentin, Hahner, Nadine, Eixarch, Elisenda, Gratacos, Eduard, Crispi, Fàtima, Piella, Gemma, González Ballester, Miguel A.

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Fetal cortical surface atlas parcellation based on growth patterns von Xia, Jing, Wang, Fan, Benkarim, Oualid M., Sanroma, Gerard, Piella, Gemma, González Ballester, Miguel A., Hahner, Nadine, Eixarch, Elisenda, Zhang, Caiming, Shen, Dinggang, Li, Gang

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Multiscale Regulation of the Intervertebral Disc: Achievements in Experimental, In Silico, and Regenerative Research von Baumgartner, Laura, Wuertz-Kozak, Karin, Le Maitre, Christine L, Wignall, Francis, Richardson, Stephen M, Hoyland, Judith, Ruiz Wills, Carlos, González Ballester, Miguel A, Neidlin, Michael, Alexopoulos, Leonidas G, Noailly, Jérôme

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Learning non-linear patch embeddings with neural networks for label fusion von Sanroma, Gerard, Benkarim, Oualid M., Piella, Gemma, Camara, Oscar, Wu, Guorong, Shen, Dinggang, Gispert, Juan D., Molinuevo, José Luis, González Ballester, Miguel A.

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3D patient-specific finite element models of the proximal femur based on DXA towards the classification of fracture and non-fracture cases von Ruiz Wills, Carlos, Olivares, Andy Luis, Tassani, Simone, Ceresa, Mario, Zimmer, Veronika, González Ballester, Miguel A., del Río, Luis Miguel, Humbert, Ludovic, Noailly, Jérôme

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Assessment of Radiomics and Deep Learning for the Segmentation of Fetal and Maternal Anatomy in Magnetic Resonance Imaging and Ultrasound von Torrents-Barrena, Jordina, Monill, Núria, Piella, Gemma, Gratacós, Eduard, Eixarch, Elisenda, Ceresa, Mario, González Ballester, Miguel A.

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Evaluation of state-of-the-art segmentation algorithms for left ventricle infarct from late Gadolinium enhancement MR images von Karim, Rashed, Bhagirath, Pranav, Claus, Piet, James Housden, R., Chen, Zhong, Karimaghaloo, Zahra, Sohn, Hyon-Mok, Lara Rodríguez, Laura, Vera, Sergio, Albà, Xènia, Hennemuth, Anja, Peitgen, Heinz-Otto, Arbel, Tal, Gonzàlez Ballester, Miguel A., Frangi, Alejandro F., Götte, Marco, Razavi, Reza, Schaeffter, Tobias, Rhode, Kawal

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EView: An electric field visualization web platform for electroporation-based therapies von Perera-Bel, Enric, Yagüe, Carlos, Mercadal, Borja, Ceresa, Mario, Beitel-White, Natalie, Davalos, Rafael V., Ballester, Miguel A. González, Ivorra, Antoni

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Diabetic foot ulcers segmentation challenge report: Benchmark and analysis von Yap, Moi Hoon, Cassidy, Bill, Byra, Michal, Liao, Ting-yu, Yi, Huahui, Galdran, Adrian, Chen, Yung-Han, Brüngel, Raphael, Koitka, Sven, Friedrich, Christoph M., Lo, Yu-wen, Yang, Ching-hui, Li, Kang, Lao, Qicheng, Ballester, Miguel A. González, Carneiro, Gustavo, Ju, Yi-Jen, Huang, Juinn-Dar, Pappachan, Joseph M., Reeves, Neil D., Chandrabalan, Vishnu, Dancey, Darren, Kendrick, Connah

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A 2D/3D correspondence building method for reconstruction of a patient-specific 3D bone surface model using point distribution models and calibrated X-ray images von Zheng, Guoyan, Gollmer, Sebastian, Schumann, Steffen, Dong, Xiao, Feilkas, Thomas, González Ballester, Miguel A.

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Fixation of a split fracture of the lateral tibial plateau with a locking screw plate instead of cannulated screws would allow early weight bearing: a computational exploration von Carrera, Ion, Gelber, Pablo Eduardo, Chary, Gaetan, González-Ballester, Miguel A., Monllau, Juan Carlos, Noailly, Jerome

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Prediction of Lung Nodule Progression with an Uncertainty-Aware Hierarchical Probabilistic Network von Rafael-Palou, Xavier, Aubanell, Anton, Ceresa, Mario, Ribas, Vicent, Piella, Gemma, Ballester, Miguel A González

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