Xavier Lladó - RankMe

137 papers A 4B 24Misc 7Journal 66Unranked 35

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advances in automated fetal brain MRI segmentation and biometry: Insights from the FeTA 2024 challenge. Medical Image Anal. Vladyslav Zalevskyi, Thomas Sanchez, Misha P. T. Kaandorp, Margaux Roulet, Diego Fajardo-Rojas, Liu Li, Jana Hutter, Hongwei Bran Li, Matthew J. Barkovich, Hui Ji, Luca Wilhelmi, Aline Dändliker, Céline Steger, Mériam Koob, Yvan Gomez, Anton Jakovcic, Melita Klaic, Ana Adzic, Pavel Markovic, Gracia Grabaric, Milan Rados, Jordina Aviles Verdera, Gregor Kasprian, Gregor Dovjak, Raphael Gaubert-Rachmühl, Maurice Aschwanden, Qi Zeng, Davood Karimi, Denis Peruzzo, Tommaso Ciceri, Giorgio Longari, Rachika E. Hamadache, Amina Bouzid, Xavier Lladó, Simone Chiarella, Gerard Martí-Juan, Miguel Ángel González Ballester, Marco Castellaro, Marco Pinamonti, Valentina Visani, Robin Cremese, Keïn Sam, Fleur Gaudfernau, Param Ahir, Mehul Parikh, Maximilian Zenk, Michael Baumgartner, Klaus H. Maier-Hein, Li Tianhong, Yang Hong, Zhao Longfei, Domen Preloznik, Ziga Spiclin, Jae Won Choi, Muyang Li, Jia Fu, Guotai Wang, Jingwen Jiang, Lyuyang Tong, Bo Du, Andrea Gondova, Sungmin You, Kiho Im, Abdul Qayyum, Moona Mazher, Steven A. Niederer, András Jakab, Roxane Licandro, Kelly Payette, Meritxell Bach Cuadra
2026	J	`jnl`	Topology-aware multiclass segmentation of the Circle of Willis from MRA and CTA images. Comput. Biol. Medicine Rachika E. Hamadache, Clara Lisazo, Cansu Yalcin, Uma M. Lal-Trehan Estrada, Valeriia Abramova, Adrià Casamitjana, Arnau Oliver, Xavier Lladó
2026	J	`jnl`	Window self-attention and 3D volumetric refinement for large vessel occlusion detection in brain angiography. Pattern Recognit. Lett. Ciro Russo, Giulio Russo, Arnau Oliver, Xavier Lladó, Mikel Terceño, Yolanda Silva, Alessandro Bria, Claudio Marrocco
2025	B	`conf`	A Two-Stage Deep Learning Approach for Large Vessel Occlusion Detection and Volume Assessment. CBMS Ciro Russo, Giulio Russo, Arnau Oliver, Xavier Lladó, Mikel Terceño, Yolanda Silva, Alessandro Bria, Claudio Marrocco
2025	J	`jnl`	Advances in Automated Fetal Brain MRI Segmentation and Biometry: Insights from the FeTA 2024 Challenge. CoRR Vladyslav Zalevskyi, Thomas Sanchez, Misha P. T. Kaandorp, Margaux Roulet, Diego Fajardo-Rojas, Liu Li, Jana Hutter, Hongwei Bran Li, Matthew J. Barkovich, Hui Ji, Luca Wilhelmi, Aline Dändliker, Céline Steger, Mériam Koob, Yvan Gomez, Anton Jakovcic, Melita Klaic, Ana Adzic, Pavel Markovic, Gracia Grabaric, Milan Rados, Jordina Aviles Verdera, Gregor Kasprian, Gregor Dovjak, Raphael Gaubert-Rachmühl, Maurice Aschwanden, Qi Zeng, Davood Karimi, Denis Peruzzo, Tommaso Ciceri, Giorgio Longari, Rachika E. Hamadache, Amina Bouzid, Xavier Lladó, Simone Chiarella, Gerard Martí-Juan, Miguel Ángel González Ballester, Marco Castellaro, Marco Pinamonti, Valentina Visani, Robin Cremese, Keïn Sam, Fleur Gaudfernau, Param Ahir, Mehul Parikh, Maximilian Zenk, Michael Baumgartner, Klaus H. Maier-Hein, Li Tianhong, Yang Hong, Zhao Longfei, Domen Preloznik, Ziga Spiclin, Jae Won Choi, Muyang Li, Jia Fu, Guotai Wang, Jingwen Jiang, Lyuyang Tong, Bo Du, Andrea Gondova, Sungmin You, Kiho Im, Abdul Qayyum, Moona Mazher, Steven A. Niederer, András Jakab, Roxane Licandro, Kelly Payette, Meritxell Bach Cuadra
2025	—	`conf`	Boundary-Aware Approach for Meningioma Segmentation in Radiotherapy Planning MRI. BraTS-Lighthouse/AIMS-TBI@MICCAI (1) Valeriia Abramova, Agustin Cartaya Lathulerie, Uma M. Lal-Trehan Estrada, Cansu Yalcin, Rachika E. Hamadache, Clara Lisazo, Micaela Rivas Díaz, Adrià Casamitjana, Arnau Oliver, Xavier Lladó
2025	J	`jnl`	Encoding 3D information in 2D feature maps for brain CT-Angiography. Comput. Medical Imaging Graph. Uma M. Lal-Trehan Estrada, Sunil Sheth, Arnau Oliver, Xavier Lladó, Luca Giancardo
2025	—	`conf`	Latent-Space Ensemble Synthesis of Missing Brain Tumor MRI Modalities for BraTS Challenge. BraTS-Lighthouse/AIMS-TBI@MICCAI (2) Agustin Cartaya Lathulerie, Valeriia Abramova, Micaela Rivas Díaz, Uma M. Lal-Trehan Estrada, Cansu Yalcin, Rachika E. Hamadache, Clara Lisazo, Adrià Casamitjana, Arnau Oliver, Xavier Lladó
2025	J	`jnl`	Standardized Evaluation of Automatic Methods for Perivascular Spaces Segmentation in MRI - MICCAI 2024 Challenge Results. CoRR Yilei Wu, Yichi Zhang, Zijian Dong, Fang Ji, An Sen Tan, Gifford Tan, Sizhao Tang, Huijuan Chen, Zijiao Chen, Eric Kwun Kei Ng, José Bernal, Hang Min, Ying Xia, Ines Vati, Liz Cooper, Xiaoyu Hu, Yuchen Pei, Yutao Ma, Victor Nozais, Ami Tsuchida, Pierre-Yves Hervé, Philippe Boutinaud, Marc Joliot, Junghwa Kang, Wooseung Kim, Dayeon Bak, Rachika E. Hamadache, Valeriia Abramova, Xavier Lladó, Yuntao Zhu, Zhenyu Gong, Xin Chen, John McFadden, Pek Lan Khong, Roberto Duarte Coello, Hongwei Bran Li, Woon Puay Koh, Christopher Chen, Joanna M. Wardlaw, Maria del C. Valdés Hernández, Juan Helen Zhou
2025	—	`conf`	nnU-Net and Synthetic Lesions for Automated Segmentation of Moderate-to-Severe Traumatic Brain Injury. BraTS-Lighthouse/AIMS-TBI@MICCAI (2) Rachika E. Hamadache, Clara Lisazo, Cansu Yalcin, Valeriia Abramova, Uma M. Lal-Trehan Estrada, Agustin Cartaya Lathulerie, Micaela Rivas Díaz, Adrià Casamitjana, Arnau Oliver, Xavier Lladó
2024	J	`jnl`	A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge. CoRR Ezequiel de la Rosa, Mauricio Reyes, Sook-Lei Liew, Alexandre Hutton, Roland Wiest, Johannes Kaesmacher, Uta Hanning, Arsany Hakim, Richard Zubal, Waldo Valenzuela, David Robben, Diana Maria Sima, Vincenzo Anania, Arne Brys, James A. Meakin, Anne Mickan, Gabriel Broocks, Christian Heitkamp, Shengbo Gao, Kongming Liang, Ziji Zhang, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Pooya Ashtari, Sabine Van Huffel, Hyun-su Jeong, Chiho Yoon, Chulhong Kim, Jiayu Huo, Sébastien Ourselin, Rachel Sparks, Albert Clèrigues, Arnau Oliver, Xavier Lladó, Liam F. Chalcroft, Ioannis Pappas, Jeroen Bertels, Ewout Heylen, Juliette Moreau, Nima Hatami, Carole Frindel, Abdul Qayyum, Moona Mazher, Domenec Puig, Shao-Chieh Lin, Chun-Jung Juan, Tianxi Hu, Lyndon Boone, Maged Goubran, Yi-Jui Liu, Susanne Wegener, Florian Kofler, Ivan Ezhov, Suprosanna Shit, Moritz Roman Hernandez Petzsche, Bjoern H. Menze, Jan S. Kirschke, Benedikt Wiestler
2024	J	`jnl`	Hematoma expansion prediction in intracerebral hemorrhage patients by using synthesized CT images in an end-to-end deep learning framework. Comput. Medical Imaging Graph. Cansu Yalcin, Valeriia Abramova, Mikel Terceño, Arnau Oliver, Yolanda Silva, Xavier Lladó
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`	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
2023	J	`jnl`	Motion-region annotation for complex videos via label propagation across occluders. Mach. Vis. Appl. Muhammad Habib Mahmood, Yago Diez, Arnau Oliver, Joaquim Salvi, Xavier Lladó
2023	J	`jnl`	The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge. CoRR Xiangyu Li, Gongning Luo, Kuanquan Wang, Hongyu Wang, Jun Liu, Xinjie Liang, Jie Jiang, Zhenghao Song, Chunyue Zheng, Haokai Chi, Mingwang Xu, Yingte He, Xinghua Ma, Jingwen Guo, Yifan Liu, Chuanpu Li, Zeli Chen, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Antoine P. Sanner, Anirban Mukhopadhyay, Ahmed E. Othman, Xingyu Zhao, Weiping Liu, Jinhuang Zhang, Xiangyuan Ma, Qinghui Liu, Bradley J. MacIntosh, Wei Liang, Moona Mazher, Abdul Qayyum, Valeriia Abramova, Xavier Lladó, Shuo Li
2023	—	`conf`	nnUNet for Brain Tumor Segmentation in Sub-Saharan Africa Patient Population. BraTS/CrossMoDA@MICCAI Valeriia Abramova, Uma M. Lal-Trehan Estrada, Cansu Yalcin, Rachika E. Hamadache, Albert Clèrigues, Francisco Aarón Tovar Sáez, Marc Guirao, 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`	Hemorrhagic stroke lesion segmentation using a 3D U-Net with squeeze-and-excitation blocks. Comput. Medical Imaging Graph. Valeriia Abramova, Albert Clérigues, Ana Quiles, Deysi Garcia Figueredo, Yolanda Silva, Salvador Pedraza, 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
2020	J	`jnl`	Deep learning for mass detection in Full Field Digital Mammograms. Comput. Biol. Medicine Richa Agarwal, Oliver Díaz, Moi Hoon Yap, Xavier Lladó, Robert Martí
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`	Breast MRI and X-ray mammography registration using gradient values. Medical Image Anal. Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Martí, Joan Martí, Arnau Oliver
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`	GridDS: a hybrid data structure for residue computation in point set matching. Mach. Vis. Appl. Ferran Roure, Xavier Lladó, Joaquim Salvi, Yago Diez
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 Method for 6D Pose Estimation of Free-Form Rigid Objects Using Point Pair Features on Range Data. Sensors Joel Vidal, Chyi-Yeu Lin, Xavier Lladó, Robert Martí
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	—	`conf`	Mass detection in mammograms using pre-trained deep learning models. IWBI Richa Agarwal, Oliver Díaz, Xavier Lladó, Robert Martí
2018	—	`conf`	Multi-atlas Parcellation in the Presence of Lesions: Application to Multiple Sclerosis. Patch-MI@MICCAI Sandra González-Villà, Yuankai Huo, Arnau Oliver, Xavier Lladó, Bennett A. Landman
2018	J	`jnl`	Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model. IEEE Trans. Medical Imaging Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Marti, Joan Martí, Arnau Oliver
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`	A collection of challenging motion segmentation benchmark datasets. Pattern Recognit. Muhammad Habib Mahmood, Yago Diez, Joaquim Salvi, 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	—	`conf`	Hierarchical Hardware/Software Algorithm for Multi-view Object Reconstruction by 3D Point Clouds Matching. VISIGRAPP (Revised Selected Papers) Ferran Roure, Xavier Lladó, Joaquim Salvi, Tomislav Pribanic, Yago Diez
2017	—	`conf`	Hierarchical Techniques to Improve Hybrid Point Cloud Registration. VISIGRAPP (4: VISAPP) Ferran Roure, Xavier Lladó, Joaquim Salvi, Tomislav Pribanic, Yago Diez
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
2017	Misc	`conf`	Similarity Metrics for Intensity-Based Registration Using Breast Density Maps. IbPRIA Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Xavier Lladó, Robert Marti, Joan Martí
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	—	`conf`	Comparison of Four Breast Tissue Segmentation Algorithms for Multi-modal MRI to X-ray Mammography Registration. Digital Mammography / IWDM Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Albert Gubern-Mérida, Xavier Lladó, Joan Martí
2015	Misc	`conf`	A New Trajectory Based Motion Segmentation Benchmark Dataset (UdG-MS15). IbPRIA Muhammad Habib Mahmood, Luca Zappella, Yago Diez, Joaquim Salvi, Xavier Lladó
2015	J	`jnl`	A Qualitative Review on 3D Coarse Registration Methods. ACM Comput. Surv. Yago Diez, Ferran Roure, Xavier Lladó, Joaquim Salvi
2015	Misc	`conf`	A study on the robustness of shape descriptors to common scanning artifacts. MVA Ferran Roure, Yago Diez, Xavier Lladó, Josep Forest, Tomislav Pribanic, Joaquim Salvi
2015	—	`conf`	An Experimental Benchmark for Point Set Coarse Matching. VISAPP (1) Ferran Roure, Yago Diez, Xavier Lladó, Josep Forest, Tomislav Pribanic, Joaquim Salvi
2015	J	`jnl`	Breast Density Analysis Using an Automatic Density Segmentation Algorithm. J. Digit. Imaging Arnau Oliver, Meritxell Tortajada, Xavier Lladó, Jordi Freixenet, Sergi Ganau, Lidia Tortajada, Mariona Vilagran, Melcior Sentís, Robert Marti
2015	J	`jnl`	Corrigendum to 'Homage to Professor Maria Petrou' [ Pattern Recognition Letters 48 (2014) 2-7]. Pattern Recognit. Lett. Xavier Lladó, Atsushi Imiya, David Mason, Constantino Carlos Reyes-Aldasoro, Kazuaki Aoki, Mineichi Kudo, Yu-Jin Zhang, Vasileios Argyriou
2015	J	`jnl`	Multiscale Distilled Sensing: Astronomical source detection in long wavelength images. Astron. Comput. Marc Masias, Xavier Lladó, Marta Peracaula, Jordi Freixenet
2014	J	`jnl`	Automatic multiple sclerosis lesion detection in brain MRI by FLAIR thresholding. Comput. Methods Programs Biomed. Mariano Cabezas, Arnau Oliver, Eloy Roura, Jordi Freixenet, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó
2014	—	`conf`	Detecting Abnormal Mammographic Cases in Temporal Studies Using Image Registration Features. Digital Mammography / IWDM Robert Marti, Yago Diez, Arnau Oliver, Meritxell Tortajada, Reyer Zwiggelaar, Xavier Lladó
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
2014	J	`jnl`	MARGA: Multispectral Adaptive Region Growing Algorithm for brain extraction on axial MRI. Comput. Methods Programs Biomed. Eloy Roura, Arnau Oliver, Mariano Cabezas, Joan Carles Vilanova, Alex Rovira, Lluís Ramió-Torrentà, Xavier Lladó
2014	B	`conf`	One-shot segmentation of breast, pectoral muscle, and background in digitised mammograms. ICIP Arnau Oliver, Xavier Lladó, Albert Torrent, Joan Martí
2013	Misc	`conf`	A Supervised Approach for Multiple Sclerosis Lesion Segmentation Using Context Features and an Outlier Map. IbPRIA Mariano Cabezas, Arnau Oliver, Jordi Freixenet, Xavier Lladó
2013	J	`jnl`	A boosting approach for the simultaneous detection and segmentation of generic objects. Pattern Recognit. Lett. Albert Torrent, Xavier Lladó, Jordi Freixenet, Antonio Torralba
2013	J	`jnl`	A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images. Medical Image Anal. Soumya Ghose, Arnau Oliver, Jhimli Mitra, Robert Marti, Xavier Lladó, Jordi Freixenet, Desire Sidibé, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2013	J	`jnl`	Joint estimation of segmentation and structure from motion. Comput. Vis. Image Underst. Luca Zappella, Alessio Del Bue, Xavier Lladó, Joaquim Salvi
2013	B	`conf`	Multiscale distilled sensing: A source detection method for infrared and radio astronomical images. ICIP Marc Masias, Xavier Lladó, Marta Peracaula, Jordi Freixenet
2012	B	`conf`	A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation. ICPR Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau
2012	B	`conf`	A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images. ACIVS Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau
2012	B	`conf`	A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images. ICIP Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Desire Sidibé, Fabrice Mériaudeau
2012	B	`conf`	A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI. Image Processing Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Fabrice Mériaudeau
2012	B	`conf`	A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. Image Processing Jhimli Mitra, Abhilash Srikantha, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2012	J	`jnl`	A spline-based non-linear diffeomorphism for multimodal prostate registration. Medical Image Anal. Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Desire Sidibé, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2012	J	`jnl`	A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. Comput. Methods Programs Biomed. Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Jordi Freixenet, Jhimli Mitra, Désiré Sidibé, Fabrice Mériaudeau
2012	J	`jnl`	Automatic microcalcification and cluster detection for digital and digitised mammograms. Knowl. Based Syst. Arnau Oliver, Albert Torrent, Xavier Lladó, Meritxell Tortajada, Lidia Tortajada, Melcior Sentís, Jordi Freixenet, Reyer Zwiggelaar
2012	B	`conf`	Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI. ICPR Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau
2012	—	`conf`	Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. EMBC Jhimli Mitra, Soumya Ghose, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2012	J	`jnl`	Prostate multimodality image registration based on B-splines and quadrature local energy. Int. J. Comput. Assist. Radiol. Surg. Jhimli Mitra, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Fabrice Mériaudeau
2012	J	`jnl`	Segmentation of multiple sclerosis lesions in brain MRI: A review of automated approaches. Inf. Sci. Xavier Lladó, Arnau Oliver, Mariano Cabezas, Jordi Freixenet, Joan Carles Vilanova, Ana Quiles, Laia Valls, Lluís Ramió-Torrentà, Alex Rovira
2012	B	`conf`	Semiautomatic labeling of generic objects for enlarging annotated image databases. ICIP Albert Torrent, Xavier Lladó, Jordi Freixenet
2012	—	`conf`	Spectral clustering of shape and probability prior models for automatic prostate segmentation. EMBC Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Désiré Sidibé, Fabrice Mériaudeau
2012	B	`conf`	Spectral clustering to model deformations for fast multimodal prostate registration. ICPR Jhimli Mitra, Zoltan Kato, Soumya Ghose, Desire Sidibé, Robert Marti, Xavier Lladó, Arnau Oliver, Joan Carles Vilanova, Fabrice Mériaudeau
2012	J	`jnl`	Statistical shape and texture model of quadrature phase information for prostate segmentation. Int. J. Comput. Assist. Radiol. Surg. Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet-Batlle, Fabrice Mériaudeau
2012	B	`conf`	Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. ICIP Jhimli Mitra, Soumya Ghose, Desire Sidibé, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2011	Misc	`conf`	A Non-Linear Diffeomorphic Framework for Prostate Multimodal Registration. DICTA Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Fabrice Mériaudeau
2011	—	`conf`	A comparison of thin-plate splines with automatic correspondences and B-splines with uniform grids for multimodal prostate registration. Image-Guided Procedures Jhimli Mitra, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau
2011	B	`conf`	A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance. ICIP Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau
2011	J	`jnl`	A review of atlas-based segmentation for magnetic resonance brain images. Comput. Methods Programs Biomed. Mariano Cabezas, Arnau Oliver, Xavier Lladó, Jordi Freixenet, Meritxell Bach Cuadra
2011	J	`jnl`	Enhanced Local Subspace Affinity for feature-based motion segmentation. Pattern Recognit. Luca Zappella, Xavier Lladó, Edoardo Provenzi, Joaquim Salvi
2011	—	`conf`	Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation. Prostate Cancer Imaging Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2011	B	`conf`	Prostate segmentation with local binary patterns guided active appearance models. Image Processing Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau
2011	J	`jnl`	Reconstruction of non-rigid 3D shapes from stereo-motion. Pattern Recognit. Lett. Xavier Lladó, Alessio Del Bue, Arnau Oliver, Joaquim Salvi, Lourdes Agapito
2011	J	`jnl`	Revisiting Intensity-Based Image Registration Applied to Mammography. IEEE Trans. Inf. Technol. Biomed. Yago Diez, Arnau Oliver, Xavier Lladó, Jordi Freixenet, Joan Martí, Joan Carles Vilanova, Robert Marti
2011	B	`conf`	Segmenting extended structures in radio astronomical images by filtering bright compact sources and using wavelets decomposition. ICIP Marta Peracaula, Arnau Oliver, Albert Torrent, Xavier Lladó, Jordi Freixenet, Joan Martí
2011	B	`conf`	Simultaneous detection and segmentation for generic objects. ICIP Albert Torrent, Xavier Lladó, Jordi Freixenet, Antonio Torralba
2011	A	`conf`	Simultaneous motion segmentation and Structure from Motion. WACV Luca Zappella, Alessio Del Bue, Xavier Lladó, Joaquim Salvi
2011	Misc	`conf`	Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation. DICTA Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2010	—	`conf`	A Boosting Based Approach for Automatic Micro-calcification Detection. Digital Mammography / IWDM Arnau Oliver, Albert Torrent, Meritxell Tortajada, Xavier Lladó, Marta Peracaula, Lidia Tortajada, Melcior Sentís, Jordi Freixenet
2010	J	`jnl`	A Statistical Approach for Breast Density Segmentation. J. Digit. Imaging Arnau Oliver, Xavier Lladó, Elsa Pérez, Josep Pont, Erika R. E. Denton, Jordi Freixenet, Joan Martí
2010	—	`conf`	A Thin-Plate Spline Based Multimodal Prostate Registration with Optimal Correspondences. SITIS Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau
2010	J	`jnl`	A state of the art in structured light patterns for surface profilometry. Pattern Recognit. Joaquim Salvi, Sergio Fernandez, Tomislav Pribanic, Xavier Lladó
2010	B	`conf`	A supervised micro-calcification detection approach in digitised mammograms. ICIP Albert Torrent, Arnau Oliver, Xavier Lladó, Robert Marti, Jordi Freixenet
2010	—	`conf`	Adaptive Motion Segmentation Algorithm Based on the Principal Angles Configuration. ACCV (3) Luca Zappella, Edoardo Provenzi, Xavier Lladó, Joaquim Salvi
2010	B	`conf`	Automatic Diagnosis of Masses by Using Level set Segmentation and Shape Description. ICPR Arnau Oliver, Albert Torrent, Xavier Lladó, Joan Martí
2010	B	`conf`	Comparison of registration methods using mamographic images. ICIP Yago Diez, Arnau Oliver, Xavier Lladó, Robert Marti
2010	B	`conf`	Detecting Faint Compact Sources Using Local Features and a Boosting Approach. ICPR Albert Torrent, Marta Peracaula, Xavier Lladó, Jordi Freixenet, J. R. Sanchez-Sutil, Joan Martí, Josep M. Paredes
2010	Misc	`conf`	Multimodal Prostate Registration Using Thin-Plate Splines from Automatic Correspondences. DICTA Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau
2010	J	`jnl`	Non-rigid metric reconstruction from perspective cameras. Image Vis. Comput. Xavier Lladó, Alessio Del Bue, Lourdes Agapito
2010	—	`conf`	Prostate Segmentation with Texture Enhanced Active Appearance Model. SITIS Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau
2010	A	`conf`	Selective Submap Joining for underwater large scale 6-DOF SLAM. IROS Josep Aulinas, Xavier Lladó, Joaquim Salvi, Yvan R. Petillot
2010	—	`conf`	Texture Guided Active Appearance Model Propagation for Prostate Segmentation. Prostate Cancer Imaging Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau
2009	J	`jnl`	A textural approach for mass false positive reduction in mammography. Comput. Medical Imaging Graph. Xavier Lladó, Arnau Oliver, Jordi Freixenet, Robert Marti, Joan Martí
2009	B	`conf`	Enhanced Model Selection for motion segmentation. ICIP Luca Zappella, Xavier Lladó, Joaquim Salvi
2009	—	`conf`	Independent Local Mapping for Large-Scale SLAM. ECMR Josep Aulinas, Xavier Lladó, Yvan R. Petillot, Joaquim Salvi
2009	—	`conf`	Patch Growing: Object segmentation using spatial coherence of local patches. CCIA Marc Masias, Albert Torrent, Xavier Lladó, Jordi Freixenet
2008	—	`conf`	Breast Density Segmentation: A Comparison of Clustering and Region Based Techniques. Digital Mammography / IWDM Albert Torrent, Anton Bardera, Arnau Oliver, Jordi Freixenet, Imma Boada, Miguel Feixes, Robert Marti, Xavier Lladó, Josep Pont, Elsa Pérez, Salvador Pedraza, Joan Martí
2008	—	`conf`	Motion Segmentation: a Review. CCIA Luca Zappella, Xavier Lladó, Joaquim Salvi
2008	J	`jnl`	Overview of surface registration techniques including loop minimization for three-dimensional modeling and visual inspection. J. Electronic Imaging Joaquim Salvi, Elisabet Batlle, Carles Matabosch, Xavier Lladó
2008	B	`conf`	Recovering Euclidean deformable models from stereo-motion. ICPR Xavier Lladó, Alessio Del Bue, Lourdes Agapito
2008	—	`conf`	The SLAM problem: a survey. CCIA Josep Aulinas, Yvan R. Petillot, Joaquim Salvi, Xavier Lladó
2007	—	`conf`	False Positive Reduction in Breast Mass Detection Using Two-Dimensional PCA. IbPRIA (2) Arnau Oliver, Xavier Lladó, Joan Martí, Robert Marti, Jordi Freixenet
2007	—	`conf`	False Positive Reduction in Mammographic Mass Detection Using Local Binary Patterns. MICCAI (1) Arnau Oliver, Xavier Lladó, Jordi Freixenet, Joan Martí
2007	—	`conf`	Segmentation of Rigid Motion from Non-rigid 2D Trajectories. IbPRIA (1) Alessio Del Bue, Xavier Lladó, Lourdes Agapito
2006	—	`conf`	Euclidean Reconstruction of Deformable Structure Using a Perspective Camera with Varying Intrinsic Parameters. ICPR (1) Xavier Lladó, Alessio Del Bue, Lourdes Agapito
2006	—	`conf`	Non-Rigid Metric Shape and Motion Recovery from Uncalibrated Images Using Priors. CVPR (1) Alessio Del Bue, Xavier Lladó, Lourdes Agapito
2005	A	`conf`	Non-rigid 3D Factorization for Projective Reconstruction. BMVC Xavier Lladó, Alessio Del Bue, Lourdes Agapito
2005	—	`conf`	Non-rigid Face Modelling Using Shape Priors. AMFG Alessio Del Bue, Xavier Lladó, Lourdes Agapito
2004	—	`conf`	Colour Texture Segmentation by Region-Boundary Cooperation. ECCV (2) Jordi Freixenet, Xavier Muñoz, Joan Martí, Xavier Lladó
2004	—	`—`	Texture recognition under varying imaging geometries. Xavier Lladó
2003	—	`conf`	Classification of textures seen from different distances and under varying illumination direction. ICIP (1) Xavier Lladó, Joan Martí, Maria Petrou
2003	A	`conf`	Simultaneous surface texture classification and illumination tilt angle prediction. BMVC Xavier Lladó, Arnau Oliver, Maria Petrou, Jordi Freixenet, Joan Martí
2002	—	`conf`	Classifying Textures when Seen from Different Distances. ICPR (2) Xavier Lladó, Maria Petrou
2002	—	`conf`	Image Texture Prediction Using Colour Photometric Stereo. CCIA Xavier Lladó, Joan Martí, Maria Petrou
2000	B	`conf`	Use of Decision Trees in Colour Feature Selection. Application to Object Recognition in Outdoor Scenes. ICIP Jordi Freixenet, Xavier Lladó, Joan Martí, Xavier Cufí