Breakdown of Modularity in Complex Networks von Valverde, Sergi

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Composition, structure and robustness of Lichen guilds von Duran-Nebreda, Salva, Valverde, Sergi

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Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review von Bernal, Jose, Kushibar, Kaisar, Asfaw, Daniel S., Valverde, Sergi, Oliver, Arnau, Martí, Robert, Lladó, Xavier

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Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features von Kushibar, Kaisar, Valverde, Sergi, González-Villà, Sandra, Bernal, Jose, Cabezas, Mariano, Oliver, Arnau, Lladó, Xavier

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Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge von Kuijf, Hugo J., Biesbroek, J. Matthijs, De Bresser, Jeroen, Heinen, Rutger, Andermatt, Simon, Bento, Mariana, Berseth, Matt, Belyaev, Mikhail, Cardoso, M. Jorge, Casamitjana, Adria, Collins, D. Louis, Dadar, Mahsa, Georgiou, Achilleas, Ghafoorian, Mohsen, Jin, Dakai, Khademi, April, Knight, Jesse, Li, Hongwei, Llado, Xavier, Luna, Miguel, Mahmood, Qaiser, McKinley, Richard, Mehrtash, Alireza, Ourselin, Sebastien, Park, Bo-Yong, Park, Hyunjin, Park, Sang Hyun, Pezold, Simon, Puybareau, Elodie, Rittner, Leticia, Sudre, Carole H., Valverde, Sergi, Vilaplana, Veronica, Wiest, Roland, Xu, Yongchao, Xu, Ziyue, Zeng, Guodong, Zhang, Jianguo, Zheng, Guoyan, Chen, Christopher, van der Flier, Wiesje, Barkhof, Frederik, Viergever, Max A., Biessels, Geert Jan

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Supervised Domain Adaptation for Automatic Sub-cortical Brain Structure Segmentation with Minimal User Interaction von Kushibar, Kaisar, Valverde, Sergi, González-Villà, Sandra, Bernal, Jose, Cabezas, Mariano, Oliver, Arnau, Lladó, Xavier

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Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure von Commowick, Olivier, Istace, Audrey, Kain, Michaël, Laurent, Baptiste, Leray, Florent, Simon, Mathieu, Pop, Sorina Camarasu, Girard, Pascal, Améli, Roxana, Ferré, Jean-Christophe, Kerbrat, Anne, Tourdias, Thomas, Cervenansky, Frédéric, Glatard, Tristan, Beaumont, Jérémy, Doyle, Senan, Forbes, Florence, Knight, Jesse, Khademi, April, Mahbod, Amirreza, Wang, Chunliang, McKinley, Richard, Wagner, Franca, Muschelli, John, Sweeney, Elizabeth, Roura, Eloy, Lladó, Xavier, Santos, Michel M., Santos, Wellington P., Silva-Filho, Abel G., Tomas-Fernandez, Xavier, Urien, Hélène, Bloch, Isabelle, Valverde, Sergi, Cabezas, Mariano, Vera-Olmos, Francisco Javier, Malpica, Norberto, Guttmann, Charles, Vukusic, Sandra, Edan, Gilles, Dojat, Michel, Styner, Martin, Warfield, Simon K., Cotton, François, Barillot, Christian

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Statistical structure of host—phage interactions von Flores, Cesar O., Meyer, Justin R., Valverde, Sergi, Farr, Lauren, Weitz, Joshua S.

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Multi-scale structure and geographic drivers of cross-infection within marine bacteria and phages von Flores, Cesar O, Valverde, Sergi, Weitz, Joshua S

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A white matter lesion-filling approach to improve brain tissue volume measurements von Valverde, Sergi, Oliver, Arnau, Lladó, Xavier

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A review on brain structures segmentation in magnetic resonance imaging von González-Villà, Sandra, Oliver, Arnau, Valverde, Sergi, Wang, Liping, Zwiggelaar, Reyer, Lladó, Xavier

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One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks von Valverde, Sergi, Salem, Mostafa, Cabezas, Mariano, Pareto, Deborah, Vilanova, Joan C., Ramió-Torrentà, Lluís, Rovira, Àlex, Salvi, Joaquim, Oliver, Arnau, Lladó, Xavier

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Major transitions in information technology von Valverde, Sergi

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Assessing the Accuracy and Reproducibility of PARIETAL: A Deep Learning Brain Extraction Algorithm von Valverde, Sergi, Coll, Llucia, Valencia, Liliana, Clèrigues, Albert, Oliver, Arnau, Vilanova, Joan C., Ramió‐Torrentà, Lluís, Rovira, Àlex, Lladó, Xavier

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Habitat loss causes long extinction transients in small trophic chains von Vidiella, Blai, Fontich, Ernest, Valverde, Sergi, Sardanyés, Josep

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A fully convolutional neural network for new T2-w lesion detection in multiple sclerosis von Salem, Mostafa, Valverde, Sergi, Cabezas, Mariano, Pareto, Deborah, Oliver, Arnau, Salvi, Joaquim, Rovira, Àlex, Lladó, Xavier

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Generating Longitudinal Atrophy Evaluation Datasets on Brain Magnetic Resonance Images Using Convolutional Neural Networks and Segmentation Priors von Bernal, Jose, Valverde, Sergi, Kushibar, Kaisar, Cabezas, Mariano, Oliver, Arnau, Lladó, Xavier

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Assessment of automatic decision-support systems for detecting active T2 lesions in multiple sclerosis patients von Rovira, Alex, Corral, Juan Francisco, Auger, Cristina, Valverde, Sergi, Vidal-Jordana, Angela, Oliver, Arnau, de Barros, Andrea, Ng Wong, Yiken Karelys, Tintoré, Mar, Pareto, Deborah, Aymerich, Francesc Xavier, Montalban, Xavier, Lladó, Xavier, Alonso, Juli

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Coexistence of nestedness and modularity in host–pathogen infection networks von Valverde, Sergi, Vidiella, Blai, Montañez, Raúl, Fraile, Aurora, Sacristán, Soledad, García-Arenal, Fernando

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A supervised framework with intensity subtraction and deformation field features for the detection of new T2-w lesions in multiple sclerosis von Salem, Mostafa, Cabezas, Mariano, Valverde, Sergi, Pareto, Deborah, Oliver, Arnau, Salvi, Joaquim, Rovira, Àlex, Lladó, Xavier

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