Simultaneous surface texture classification and illumination tilt angle prediction. - Xavier Lladó; Arnau Oliver; Maria Petrou; Jordi Freixenet; Joan Martí (BMVC, 2003)

Active Region Segmentation of Mammographic Masses Based on Texture, Contour and Shape Features. - Joan Martí; Jordi Freixenet; Xavier Muñoz; Arnau Oliver (IbPRIA, 2003)

Classifying Natural Objects on Outdoor Scenes. - Anna Bosch; Xavier Muñoz; Joan Martí; Arnau Oliver (CCIA, 2005)

Mass Segmentation using a Pattern Matching Approach with a Mutual Information Based Metric. - Arnau Oliver; Jordi Freixenet; Joan Martí; Marta Peracaula (CCIA, 2005)

Automatic Classification of Breast Tissue. - Arnau Oliver; Jordi Freixenet; Anna Bosch; David Raba; Reyer Zwiggelaar (IbPRIA (2), 2005)

Breast Segmentation with Pectoral Muscle Suppression on Digital Mammograms. - David Raba; Arnau Oliver; Joan Martí; Marta Peracaula; Joan Espunya (IbPRIA (2), 2005)

Automatic classification of breast density. - Arnau Oliver; Jordi Freixenet; Reyer Zwiggelaar (ICIP (2), 2005)

Modeling and Classifying Breast Tissue Density in Mammograms. - Anna Bosch; Xavier Muñoz; Arnau Oliver; Joan Martí (CVPR (2), 2006)

Object and Scene Classification: what does a Supervised Approach Provide us?. - Anna Bosch; Xavier Muñoz; Arnau Oliver; Robert Marti (ICPR (1), 2006)

A new approach to the classification of mammographic masses and normal breast tissue. - Arnau Oliver; Joan Martí; Robert Marti; Anna Bosch; Jordi Freixenet (ICPR (4), 2006)

Mammographic Registration: Proposal and Evaluation of a New Approach. - Robert Marti; David Raba; Arnau Oliver; Reyer Zwiggelaar (Digital Mammography / IWDM, 2006)

Comparison Between Wolfe, Boyd, BI-RADS and Tabár Based Mammographic Risk Assessment. - Izzati Muhimmah; Arnau Oliver; Erika R. E. Denton; Josep Pont; Elsa Pérez; Reyer Zwiggelaar (Digital Mammography / IWDM, 2006)

A Comparison of Breast Tissue Classification Techniques. - Arnau Oliver; Jordi Freixenet; Robert Marti; Reyer Zwiggelaar (MICCAI (2), 2006)

Breast Skin-Line Segmentation Using Contour Growing. - Robert Marti; Arnau Oliver; David Raba; Jordi Freixenet (IbPRIA (2), 2007)

False Positive Reduction in Breast Mass Detection Using Two-Dimensional PCA. - Arnau Oliver; Xavier Lladó; Joan Martí; Robert Marti; Jordi Freixenet (IbPRIA (2), 2007)

False Positive Reduction in Mammographic Mass Detection Using Local Binary Patterns. - Arnau Oliver; Xavier Lladó; Jordi Freixenet; Joan Martí (MICCAI (1), 2007)

Automatic mass segmentation in mammographic images. - Arnau Oliver (2007)

Breast Density Segmentation: A Comparison of Clustering and Region Based Techniques. - Albert Torrent; Anton Bardera; Arnau Oliver; Jordi Freixenet; Imma Boada; Miguel Feixes; Robert Marti; Xavier Lladó; Josep Pont; Elsa Pérez; Salvador Pedraza; Joan Martí (Digital Mammography / IWDM, 2008)

A Novel Breast Tissue Density Classification Methodology. - Arnau Oliver; Jordi Freixenet; Robert Marti; Josep Pont; Elsa Pérez; Erika R. E. Denton; Reyer Zwiggelaar (IEEE Trans. Inf. Technol. Biomed., 2008)

A textural approach for mass false positive reduction in mammography. - Xavier Lladó; Arnau Oliver; Jordi Freixenet; Robert Marti; Joan Martí (Comput. Medical Imaging Graph., 2009)

Multimodal Prostate Registration Using Thin-Plate Splines from Automatic Correspondences. - Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Joan Carles Vilanova; Fabrice Mériaudeau (DICTA, 2010)

Comparison of registration methods using mamographic images. - Yago Diez; Arnau Oliver; Xavier Lladó; Robert Marti (ICIP, 2010)

A supervised micro-calcification detection approach in digitised mammograms. - Albert Torrent; Arnau Oliver; Xavier Lladó; Robert Marti; Jordi Freixenet (ICIP, 2010)

Automatic Diagnosis of Masses by Using Level set Segmentation and Shape Description. - Arnau Oliver; Albert Torrent; Xavier Lladó; Joan Martí (ICPR, 2010)

Lesion Segmentation in Breast Sonography. - Joan Massich; Fabrice Mériaudeau; Elsa Pérez; Robert Marti; Arnau Oliver; Joan Martí (Digital Mammography / IWDM, 2010)

A Boosting Based Approach for Automatic Micro-calcification Detection. - Arnau Oliver; Albert Torrent; Meritxell Tortajada; Xavier Lladó; Marta Peracaula; Lidia Tortajada; Melcior Sentís; Jordi Freixenet (Digital Mammography / IWDM, 2010)

Texture Guided Active Appearance Model Propagation for Prostate Segmentation. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Fabrice Mériaudeau (Prostate Cancer Imaging, 2010)

Prostate Segmentation with Texture Enhanced Active Appearance Model. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Fabrice Mériaudeau (SITIS, 2010)

A Thin-Plate Spline Based Multimodal Prostate Registration with Optimal Correspondences. - Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Joan Carles Vilanova; Fabrice Mériaudeau (SITIS, 2010)

A Statistical Approach for Breast Density Segmentation. - Arnau Oliver; Xavier Lladó; Elsa Pérez; Josep Pont; Erika R. E. Denton; Jordi Freixenet; Joan Martí (J. Digit. Imaging, 2010)

A review of automatic mass detection and segmentation in mammographic images. - Arnau Oliver; Jordi Freixenet; Joan Martí; Elsa Pérez; Josep Pont; Erika R. E. Denton; Reyer Zwiggelaar (Medical Image Anal., 2010)

Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Jhimli Mitra; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (DICTA, 2011)

A Non-Linear Diffeomorphic Framework for Prostate Multimodal Registration. - Jhimli Mitra; Zoltan Kato; Robert Marti; Arnau Oliver; Xavier Lladó; Soumya Ghose; Joan Carles Vilanova; Fabrice Mériaudeau (DICTA, 2011)

A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Fabrice Mériaudeau (ICIP, 2011)

Segmenting extended structures in radio astronomical images by filtering bright compact sources and using wavelets decomposition. - Marta Peracaula; Arnau Oliver; Albert Torrent; Xavier Lladó; Jordi Freixenet; Joan Martí (ICIP, 2011)

Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Jhimli Mitra; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (Prostate Cancer Imaging, 2011)

A comparison of thin-plate splines with automatic correspondences and B-splines with uniform grids for multimodal prostate registration. - Jhimli Mitra; Robert Marti; Arnau Oliver; Xavier Lladó; Joan Carles Vilanova; Fabrice Mériaudeau (Image-Guided Procedures, 2011)

Prostate segmentation with local binary patterns guided active appearance models. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Fabrice Mériaudeau (Image Processing, 2011)

A review of atlas-based segmentation for magnetic resonance brain images. - Mariano Cabezas; Arnau Oliver; Xavier Lladó; Jordi Freixenet; Meritxell Bach Cuadra (Comput. Methods Programs Biomed., 2011)

Reconstruction of non-rigid 3D shapes from stereo-motion. - Xavier Lladó; Alessio Del Bue; Arnau Oliver; Joaquim Salvi; Lourdes Agapito (Pattern Recognit. Lett., 2011)

Revisiting Intensity-Based Image Registration Applied to Mammography. - Yago Diez; Arnau Oliver; Xavier Lladó; Jordi Freixenet; Joan Martí; Joan Carles Vilanova; Robert Marti (IEEE Trans. Inf. Technol. Biomed., 2011)

A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Josep Comet; Desire Sidibé; Fabrice Mériaudeau (ACIVS, 2012)

MammoApplet: An interactive Java applet tool for manual annotation in medical imaging. - Christian Mata; Arnau Oliver; Albert Torrent; Joan Martí (BIBE, 2012)

Spectral clustering of shape and probability prior models for automatic prostate segmentation. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Josep Comet; Désiré Sidibé; Fabrice Mériaudeau (EMBC, 2012)

Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. - Jhimli Mitra; Soumya Ghose; Désiré Sidibé; Robert Marti; Arnau Oliver; Xavier Lladó; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (EMBC, 2012)

A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Desire Sidibé; Fabrice Mériaudeau (ICIP, 2012)

Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. - Jhimli Mitra; Soumya Ghose; Desire Sidibé; Arnau Oliver; Robert Marti; Xavier Lladó; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (ICIP, 2012)

A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Josep Comet; Desire Sidibé; Fabrice Mériaudeau (ICPR, 2012)

Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Josep Comet; Desire Sidibé; Fabrice Mériaudeau (ICPR, 2012)

Spectral clustering to model deformations for fast multimodal prostate registration. - Jhimli Mitra; Zoltan Kato; Soumya Ghose; Desire Sidibé; Robert Marti; Xavier Lladó; Arnau Oliver; Joan Carles Vilanova; Fabrice Mériaudeau (ICPR, 2012)

Automatic Seed Placement for Breast Lesion Segmentation on US Images. - Joan Massich; Fabrice Mériaudeau; Melcior Sentís; Sergi Ganau; Elsa Pérez; Robert Marti; Arnau Oliver; Joan Martí (Digital Mammography / IWDM, 2012)

Adapting Breast Density Classification from Digitized to Full-Field Digital Mammograms. - Meritxell Tortajada; Arnau Oliver; Robert Marti; Mariona Vilagran; Sergi Ganau; Lidia Tortajada; Melcior Sentís; Jordi Freixenet (Digital Mammography / IWDM, 2012)

A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Jhimli Mitra; Joan Carles Vilanova; Fabrice Mériaudeau (Image Processing, 2012)

A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. - Jhimli Mitra; Abhilash Srikantha; Désiré Sidibé; Robert Marti; Arnau Oliver; Xavier Lladó; Soumya Ghose; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (Image Processing, 2012)

Statistical shape and texture model of quadrature phase information for prostate segmentation. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Jhimli Mitra; Joan Carles Vilanova; Josep Comet-Batlle; Fabrice Mériaudeau (Int. J. Comput. Assist. Radiol. Surg., 2012)

Prostate multimodality image registration based on B-splines and quadrature local energy. - Jhimli Mitra; Robert Marti; Arnau Oliver; Xavier Lladó; Soumya Ghose; Joan Carles Vilanova; Fabrice Mériaudeau (Int. J. Comput. Assist. Radiol. Surg., 2012)

A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Joan Carles Vilanova; Jordi Freixenet; Jhimli Mitra; Désiré Sidibé; Fabrice Mériaudeau (Comput. Methods Programs Biomed., 2012)

Segmentation of multiple sclerosis lesions in brain MRI: A review of automated approaches. - Xavier Lladó; Arnau Oliver; Mariano Cabezas; Jordi Freixenet; Joan Carles Vilanova; Ana Quiles; Laia Valls; Lluís Ramió-Torrentà; Alex Rovira (Inf. Sci., 2012)

Automatic microcalcification and cluster detection for digital and digitised mammograms. - Arnau Oliver; Albert Torrent; Xavier Lladó; Meritxell Tortajada; Lidia Tortajada; Melcior Sentís; Jordi Freixenet; Reyer Zwiggelaar (Knowl. Based Syst., 2012)

A spline-based non-linear diffeomorphism for multimodal prostate registration. - Jhimli Mitra; Zoltan Kato; Robert Marti; Arnau Oliver; Xavier Lladó; Desire Sidibé; Soumya Ghose; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (Medical Image Anal., 2012)

A Supervised Approach for Multiple Sclerosis Lesion Segmentation Using Context Features and an Outlier Map. - Mariano Cabezas; Arnau Oliver; Jordi Freixenet; Xavier Lladó (IbPRIA, 2013)

Automated Mammographic Risk Classification Based on Breast Density Estimation. - Zhili Chen; Arnau Oliver; Erika R. E. Denton; Reyer Zwiggelaar (IbPRIA, 2013)

A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images. - Soumya Ghose; Arnau Oliver; Jhimli Mitra; Robert Marti; Xavier Lladó; Jordi Freixenet; Desire Sidibé; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (Medical Image Anal., 2013)

One-shot segmentation of breast, pectoral muscle, and background in digitised mammograms. - Arnau Oliver; Xavier Lladó; Albert Torrent; Joan Martí (ICIP, 2014)

Detecting Abnormal Mammographic Cases in Temporal Studies Using Image Registration Features. - Robert Marti; Yago Diez; Arnau Oliver; Meritxell Tortajada; Reyer Zwiggelaar; Xavier Lladó (Digital Mammography / IWDM, 2014)

SIFT Texture Description for Understanding Breast Ultrasound Images. - Joan Massich; Fabrice Mériaudeau; Melcior Sentís; Sergi Ganau; Elsa Pérez; Domenec Puig; Robert Marti; Arnau Oliver; Joan Martí (Digital Mammography / IWDM, 2014)

Breast peripheral area correction in digital mammograms. - Meritxell Tortajada; Arnau Oliver; Robert Marti; Sergi Ganau; Lidia Tortajada; Melcior Sentís; Jordi Freixenet; Reyer Zwiggelaar (Comput. Biol. Medicine, 2014)

Automatic multiple sclerosis lesion detection in brain MRI by FLAIR thresholding. - Mariano Cabezas; Arnau Oliver; Eloy Roura; Jordi Freixenet; Joan Carles Vilanova; Lluís Ramió-Torrentà; Alex Rovira; Xavier Lladó (Comput. Methods Programs Biomed., 2014)

MARGA: Multispectral Adaptive Region Growing Algorithm for brain extraction on axial MRI. - Eloy Roura; Arnau Oliver; Mariano Cabezas; Joan Carles Vilanova; Alex Rovira; Lluís Ramió-Torrentà; Xavier Lladó (Comput. Methods Programs Biomed., 2014)

Intensity Based Methods for Brain MRI Longitudinal Registration. A Study on Multiple Sclerosis Patients. - Yago Diez; Arnau Oliver; Mariano Cabezas; Sergi Valverde; Robert Marti; Joan Carles Vilanova; Lluís Ramió-Torrentà; Alex Rovira; Xavier Lladó (Neuroinformatics, 2014)

Breast Density Analysis Using an Automatic Density Segmentation Algorithm. - Arnau Oliver; Meritxell Tortajada; Xavier Lladó; Jordi Freixenet; Sergi Ganau; Lidia Tortajada; Mariona Vilagran; Melcior Sentís; Robert Marti (J. Digit. Imaging, 2015)

Topological Modeling and Classification of Mammographic Microcalcification Clusters. - Zhili Chen; Harry Strange; Arnau Oliver; Erika R. E. Denton; Caroline R. M. Boggis; Reyer Zwiggelaar (IEEE Trans. Biomed. Eng., 2015)

Feasibility of Depth Sensors to Study Breast Deformation During Mammography Procedures. - Oliver Díaz; Arnau Oliver; Sergi Ganau; Eloy García 001; Joan Martí; Melcior Sentís; Robert Marti (Digital Mammography / IWDM, 2016)

Comparison of Four Breast Tissue Segmentation Algorithms for Multi-modal MRI to X-ray Mammography Registration. - Eloy García 001; Arnau Oliver; Yago Diez; Oliver Díaz; Albert Gubern-Mérida; Xavier Lladó; Joan Martí (Digital Mammography / IWDM, 2016)

An SPM12 extension for multiple sclerosis lesion segmentation. - Eloy Roura; Arnau Oliver; Mariano Cabezas; Sergi Valverde; Deborah Pareto; Joan Carles Vilanova; Lluís Ramió-Torrentà; Alex Rovira; Xavier Lladó (Image Processing, 2016)

A review on brain structures segmentation in magnetic resonance imaging. - Sandra González-Villà; Arnau Oliver; Sergi Valverde; Liping Wang 003; Reyer Zwiggelaar; Xavier Lladó (Artif. Intell. Medicine, 2016)

Automated Detection of Lupus White Matter Lesions in MRI. - Eloy Roura; Nicolae Sarbu; Arnau Oliver; Sergi Valverde; Sandra González-Villà; Ricard Cervera; Núria Bargalló; Xavier Lladó (Frontiers Neuroinformatics, 2016)

Similarity Metrics for Intensity-Based Registration Using Breast Density Maps. - Eloy García 001; Arnau Oliver; Yago Diez; Oliver Díaz; Xavier Lladó; Robert Marti; Joan Martí (IbPRIA, 2017)

Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models. - Eloy García 001; Arnau Oliver; Oliver Díaz; Yago Diez; Albert Gubern-Mérida; Robert Marti; Joan Martí (Image-Guided Procedures, 2017)

Semi-automated labelling of medical images: benefits of a collaborative work in the evaluation of prostate cancer in MRI. - Christian Mata; Alain Lalande; Paul Michael Walker; Arnau Oliver; Joan Martí (CoRR, 2017)

Automated tissue segmentation of MR brain images in the presence of white matter lesions. - Sergi Valverde; Arnau Oliver; Eloy Roura; Sandra González-Villà; Deborah Pareto; Joan Carles Vilanova; Lluís Ramió-Torrentà; Alex Rovira; Xavier Lladó (Medical Image Anal., 2017)

Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach. - Sergi Valverde; Mariano Cabezas; Eloy Roura; Sandra González-Villà; Deborah Pareto; Joan Carles Vilanova; Lluís Ramió-Torrentà; Alex Rovira; Arnau Oliver; Xavier Lladó (NeuroImage, 2017)

Changes in breast density over time using automatic density measures: preliminary analysis. - Eloy García 001; Arnau Oliver; Oliver Díaz; Yago Diez; Albert Gubern-Mérida; Joan Martí; Robert Martí (IWBI, 2018)

Multi-atlas Parcellation in the Presence of Lesions: Application to Multiple Sclerosis. - Sandra González-Villà; Yuankai Huo; Arnau Oliver; Xavier Lladó; Bennett A. Landman (Patch-MI@MICCAI, 2018)

Automatic Segmentation of Microcalcification Clusters. - Nashid Alam; Arnau Oliver; Erika R. E. Denton; Reyer Zwiggelaar (MIUA, 2018)

One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks. - Sergi Valverde; Mostafa Salem; Mariano Cabezas; Deborah Pareto; Joan Carles Vilanova; Lluís Ramió-Torrentà; Alex Rovira; Joaquim Salvi; Arnau Oliver; Xavier Lladó (CoRR, 2018)

Survival prediction using ensemble tumor segmentation and transfer learning. - Mariano Cabezas; Sergi Valverde; Sandra González-Villà; Albert Clérigues; Mostafa Salem; Kaisar Kushibar; José Bernal; Arnau Oliver; Xavier Lladó (CoRR, 2018)

SUNet: a deep learning architecture for acute stroke lesion segmentation and outcome prediction in multimodal MRI. - Albert Clérigues; Sergi Valverde; José Bernal; Jordi Freixenet; Arnau Oliver; Xavier Lladó (CoRR, 2018)

Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features. - Kaisar Kushibar; Sergi Valverde; Sandra González-Villà; José Bernal; Mariano Cabezas; Arnau Oliver; Xavier Lladó (Medical Image Anal., 2018)

Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model. - Eloy García 001; Yago Diez; Oliver Díaz; Xavier Lladó; Albert Gubern-Mérida; Robert Marti; Joan Martí; Arnau Oliver (IEEE Trans. Medical Imaging, 2018)

Quantitative Analysis of Patch-Based Fully Convolutional Neural Networks for Tissue Segmentation on Brain Magnetic Resonance Imaging. - José Bernal; Kaisar Kushibar; Mariano Cabezas; Sergi Valverde; Arnau Oliver; Xavier Lladó (IEEE Access, 2019)

Multiple Sclerosis Lesion Synthesis in MRI Using an Encoder-Decoder U-NET. - Mostafa Salem; Sergi Valverde; Mariano Cabezas; Deborah Pareto; Arnau Oliver; Joaquim Salvi; Alex Rovira; Xavier Lladó (IEEE Access, 2019)

Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review. - José Bernal; Kaisar Kushibar; Daniel S. Asfaw; Sergi Valverde; Arnau Oliver; Robert Martí; Xavier Lladó (Artif. Intell. Medicine, 2019)

Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks. - Albert Clérigues; Sergi Valverde; José Bernal; Jordi Freixenet; Arnau Oliver; Xavier Lladó (Comput. Biol. Medicine, 2019)

Breast MRI and X-ray mammography registration using gradient values. - Eloy García 001; Yago Diez; Oliver Díaz; Xavier Lladó; Albert Gubern-Mérida; Robert Martí; Joan Martí; Arnau Oliver (Medical Image Anal., 2019)

Multiple Sclerosis Lesion Segmentation Using Longitudinal Normalization and Convolutional Recurrent Neural Networks. - Sergio Tascon-Morales; Stefan Hoffmann; Martin Treiber; Daniel Mensing; Arnau Oliver; Matthias Günther; Johannes Gregori (MLCN/RNO-AI@MICCAI, 2020)

Acute and sub-acute stroke lesion segmentation from multimodal MRI. - Albert Clérigues; Sergi Valverde; José Bernal; Jordi Freixenet; Arnau Oliver; Xavier Lladó (Comput. Methods Programs Biomed., 2020)

Hemorrhagic stroke lesion segmentation using a 3D U-Net with squeeze-and-excitation blocks. - Valeriia Abramova; Albert Clérigues; Ana Quiles; Deysi Garcia Figueredo; Yolanda Silva; Salvador Pedraza; Arnau Oliver; Xavier Lladó (Comput. Medical Imaging Graph., 2021)

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results. - 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; et al. (CoRR, 2021)

Generating Longitudinal Atrophy Evaluation Datasets on Brain Magnetic Resonance Images Using Convolutional Neural Networks and Segmentation Priors. - José Bernal; Sergi Valverde; Kaisar Kushibar; Mariano Cabezas; Arnau Oliver; Xavier Lladó (Neuroinformatics, 2021)

nnUNet for Brain Tumor Segmentation in Sub-Saharan Africa Patient Population. - 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 (BraTS/CrossMoDA@MICCAI, 2023)

Minimizing the effect of white matter lesions on deep learning based tissue segmentation for brain volumetry. - Albert Clèrigues; Sergi Valverde; Joaquim Salvi; Arnau Oliver; Xavier Lladó (Comput. Medical Imaging Graph., 2023)

Motion-region annotation for complex videos via label propagation across occluders. - Muhammad Habib Mahmood; Yago Diez; Arnau Oliver; Joaquim Salvi; Xavier Lladó (Mach. Vis. Appl., 2023)

Improving brain atrophy quantification with deep learning from automated labels using tissue similarity priors. - Albert Clèrigues; Sergi Valverde; Arnau Oliver; Xavier Lladó (Comput. Biol. Medicine, 2024)

Hematoma expansion prediction in intracerebral hemorrhage patients by using synthesized CT images in an end-to-end deep learning framework. - Cansu Yalcin; Valeriia Abramova; Mikel Terceño; Arnau Oliver; Yolanda Silva; Xavier Lladó (Comput. Medical Imaging Graph., 2024)

A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge. - Ezequiel de la Rosa; Mauricio Reyes 001; Sook-Lei Liew; Alexandre Hutton; Roland Wiest; Johannes Kaesmacher; Uta Hanning; Arsany Hakim; Richard Zubal; Waldo Valenzuela; David Robben; Diana Maria Sima; et al. (CoRR, 2024)

A Two-Stage Deep Learning Approach for Large Vessel Occlusion Detection and Volume Assessment. - Ciro Russo; Giulio Russo; Arnau Oliver; Xavier Lladó; Mikel Terceño; Yolanda Silva; Alessandro Bria; Claudio Marrocco (CBMS, 2025)

Encoding 3D information in 2D feature maps for brain CT-Angiography. - Uma M. Lal-Trehan Estrada; Sunil Sheth; Arnau Oliver; Xavier Lladó; Luca Giancardo (Comput. Medical Imaging Graph., 2025)