Sergi Valverde

44 papers B 1C 1Journal 36Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	The Evolutionary Ecology of Software: Constraints, Innovation, and the AI Disruption. CoRR Sergi Valverde, Blai Vidiella, Salva Duran-Nebreda
2024	J	`jnl`	Cultural Evolution, Disinformation, and Social Division. Adapt. Behav. R. Alexander Bentley, Benjamin D. Horne, Joshua Borycz, Simon Carrignon, Garriy Shteynberg, Blai Vidiella, Sergi Valverde, Michael J. O'Brien
2024	J	`jnl`	Improving brain atrophy quantification with deep learning from automated labels using tissue similarity priors. Comput. Biol. Medicine Albert Clèrigues, Sergi Valverde, Arnau Oliver, Xavier Lladó
2023	J	`jnl`	Is Disruption Decreasing, or is IT Accelerating? Adv. Complex Syst. R. Alexander Bentley, Sergi Valverde, Joshua Borycz, Blai Vidiella, Benjamin D. Horne, Salva Duran-Nebreda, Michael J. O'Brien
2023	J	`jnl`	Is disruption decreasing, or is it accelerating? CoRR R. Alexander Bentley, Sergi Valverde, Joshua Borycz, Blai Vidiella, Benjamin D. Horne, Salva Duran-Nebreda, Michael J. O'Brien
2023	J	`jnl`	Minimizing the effect of white matter lesions on deep learning based tissue segmentation for brain volumetry. Comput. Medical Imaging Graph. Albert Clèrigues, Sergi Valverde, Joaquim Salvi, Arnau Oliver, Xavier Lladó
2021	J	`jnl`	Generating Longitudinal Atrophy Evaluation Datasets on Brain Magnetic Resonance Images Using Convolutional Neural Networks and Segmentation Priors. Neuroinformatics José Bernal, Sergi Valverde, Kaisar Kushibar, Mariano Cabezas, Arnau Oliver, Xavier Lladó
2021	J	`jnl`	QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results. CoRR Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil S. Nalawade, Chandan Ganesh, Benjamin C. Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Alexandra Daza, Catalina Gómez Caballero, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat Ak, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Verónica Vilaplana, Hugh McHugh, Gonzalo D. Maso Talou, Alan Wang, Jay B. Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Thumbavanam Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, Lasitha Vidyaratne, Md Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Lladó, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas J. Tustison, Craig H. Meyer, Nisarg A. Shah, Sanjay N. Talbar, Marc-André Weber, Abhishek Mahajan, András Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel S. Marcus, Aikaterini Kotrotsou, Rivka Colen, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Bjoern H. Menze, Spyridon Bakas, Yarin Gal, Tal Arbel
2020	J	`jnl`	Acute and sub-acute stroke lesion segmentation from multimodal MRI. Comput. Methods Programs Biomed. Albert Clérigues, Sergi Valverde, José Bernal, Jordi Freixenet, Arnau Oliver, Xavier Lladó
2019	J	`jnl`	Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks. Comput. Biol. Medicine Albert Clérigues, Sergi Valverde, José Bernal, Jordi Freixenet, Arnau Oliver, Xavier Lladó
2019	J	`jnl`	Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review. Artif. Intell. Medicine José Bernal, Kaisar Kushibar, Daniel S. Asfaw, Sergi Valverde, Arnau Oliver, Robert Martí, Xavier Lladó
2019	J	`jnl`	Multiple Sclerosis Lesion Synthesis in MRI Using an Encoder-Decoder U-NET. IEEE Access Mostafa Salem, Sergi Valverde, Mariano Cabezas, Deborah Pareto, Arnau Oliver, Joaquim Salvi, Alex Rovira, Xavier Lladó
2019	J	`jnl`	Multiple Sclerosis Lesion Synthesis in MRI using an encoder-decoder U-NET. CoRR Mostafa Salem, Sergi Valverde, Mariano Cabezas, Deborah Pareto, Arnau Oliver, Joaquim Salvi, Alex Rovira, Xavier Lladó
2019	J	`jnl`	Quantitative Analysis of Patch-Based Fully Convolutional Neural Networks for Tissue Segmentation on Brain Magnetic Resonance Imaging. IEEE Access José Bernal, Kaisar Kushibar, Mariano Cabezas, Sergi Valverde, Arnau Oliver, Xavier Lladó
2019	J	`jnl`	Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. CoRR Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser, Rutger Heinen, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Christopher Li Hsian Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels
2019	J	`jnl`	Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. IEEE Trans. Medical Imaging Hugo J. Kuijf, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, J. Matthijs Biesbroek, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Jeroen de Bresser, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Rutger Heinen, Christopher Li Hsian Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso
2018	J	`jnl`	A Simple Spatiotemporal Evolution Model of a Transmission Power Grid. IEEE Syst. J. Martí Rosas-Casals, Sergi Valverde, Ricard V. Solé
2018	J	`jnl`	Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features. Medical Image Anal. Kaisar Kushibar, Sergi Valverde, Sandra González-Villà, José Bernal, Mariano Cabezas, Arnau Oliver, Xavier Lladó
2018	J	`jnl`	One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks. CoRR Sergi Valverde, Mostafa Salem, Mariano Cabezas, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Joaquim Salvi, Arnau Oliver, Xavier Lladó
2018	J	`jnl`	Quantitative analysis of patch-based fully convolutional neural networks for tissue segmentation on brain magnetic resonance imaging. CoRR José Bernal, Kaisar Kushibar, Mariano Cabezas, Sergi Valverde, Arnau Oliver, Xavier Lladó
2018	J	`jnl`	SUNet: a deep learning architecture for acute stroke lesion segmentation and outcome prediction in multimodal MRI. CoRR Albert Clérigues, Sergi Valverde, José Bernal, Jordi Freixenet, Arnau Oliver, Xavier Lladó
2018	J	`jnl`	Survival prediction using ensemble tumor segmentation and transfer learning. CoRR Mariano Cabezas, Sergi Valverde, Sandra González-Villà, Albert Clérigues, Mostafa Salem, Kaisar Kushibar, José Bernal, Arnau Oliver, Xavier Lladó
2017	J	`jnl`	Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features. CoRR Kaisar Kushibar, Sergi Valverde, Sandra González-Villà, José Bernal, Mariano Cabezas, Arnau Oliver, Xavier Lladó
2017	J	`jnl`	Automated tissue segmentation of MR brain images in the presence of white matter lesions. Medical Image Anal. Sergi Valverde, Arnau Oliver, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó
2017	J	`jnl`	Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review. CoRR José Bernal, Kaisar Kushibar, Daniel S. Asfaw, Sergi Valverde, Arnau Oliver, Robert Marti, Xavier Lladó
2017	J	`jnl`	Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach. CoRR Sergi Valverde, Mariano Cabezas, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Arnau Oliver, Xavier Lladó
2017	J	`jnl`	Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach. NeuroImage Sergi Valverde, Mariano Cabezas, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Arnau Oliver, Xavier Lladó
2016	J	`jnl`	A review on brain structures segmentation in magnetic resonance imaging. Artif. Intell. Medicine Sandra González-Villà, Arnau Oliver, Sergi Valverde, Liping Wang, Reyer Zwiggelaar, Xavier Lladó
2016	B	`conf`	An SPM12 extension for multiple sclerosis lesion segmentation. Image Processing Eloy Roura, Arnau Oliver, Mariano Cabezas, Sergi Valverde, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó
2016	J	`jnl`	Automated Detection of Lupus White Matter Lesions in MRI. Frontiers Neuroinformatics Eloy Roura, Nicolae Sarbu, Arnau Oliver, Sergi Valverde, Sandra González-Villà, Ricard Cervera, Núria Bargalló, Xavier Lladó
2016	—	`—`	Automated brain tissue segmentation of magnetic resonance images in multiple sclerosis. Sergi Valverde
2014	—	`conf`	Evolution of patent citation networks. COMPENG Sergi Valverde
2014	J	`jnl`	Intensity Based Methods for Brain MRI Longitudinal Registration. A Study on Multiple Sclerosis Patients. Neuroinformatics Yago Diez, Arnau Oliver, Mariano Cabezas, Sergi Valverde, Robert Marti, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó
2013	J	`jnl`	The evolutionary ecology of technological innovations. Complex. Ricard V. Solé, Sergi Valverde, Martí Rosas-Casals, Stuart A. Kauffman, Doyne Farmer, Niles Eldredge
2012	C	`conf`	Evolved Modular Epistasis in Artificial Organisms. ALIFE Sergi Valverde, Ricard V. Solé, Santiago F. Elena
2010	—	`conf`	Discerning Electricity Consumption Patterns from Urban Allometric Scaling. COMPENG Ricard Horta-Bernus, Martí Rosas-Casals, Sergi Valverde
2010	—	`ch.`	Emergence of Scale-Free Syntax Networks. Evolution of Communication and Language in Embodied Agents Bernat Corominas-Murtra, Sergi Valverde, Ricard V. Solé
2010	J	`jnl`	Language networks: Their structure, function, and evolution. Complex. Ricard V. Solé, Bernat Corominas-Murtra, Sergi Valverde, Luc Steels
2009	—	`ch.`	Motifs. Encyclopedia of Complexity and Systems Science Sergi Valverde, Ricard V. Solé
2009	J	`jnl`	The Ontogeny of Scale-Free Syntax Networks: Phase Transitions in Early Language Acquisition. Adv. Complex Syst. Bernat Corominas-Murtra, Sergi Valverde, Ricard V. Solé
2007	—	`conf`	The Topological Fortress of Termites. BIOWIRE Andrea Perna, Christian Jost, Sergi Valverde, Jacques Gautrais, Guy Theraulaz, Pascale Kuntz
2007	J	`jnl`	Topological Vulnerability of the European Power Grid under Errors and Attacks. Int. J. Bifurc. Chaos Martí Rosas-Casals, Sergi Valverde, Ricard V. Solé
2006	J	`jnl`	Self-Organization Patterns in Wasp and Open Source Communities. IEEE Intell. Syst. Sergi Valverde, Guy Theraulaz, Jacques Gautrais, Vincent Fourcassié, Ricard V. Solé
2005	J	`jnl`	Logarithmic growth dynamics in software networks CoRR Sergi Valverde, Ricard V. Solé