Arnau Oliver
Orcid: 0000-0002-0115-0647Affiliations:
- University of Girona, Spain
According to our database1,
Arnau Oliver
authored at least 103 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on scopus.com
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on orcid.org
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on eia.udg.edu
On csauthors.net:
Bibliography
2024
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge.
CoRR, 2024
2023
Mach. Vis. Appl., 2023
Minimizing the effect of white matter lesions on deep learning based tissue segmentation for brain volumetry.
Comput. Medical Imaging Graph., 2023
2021
Generating Longitudinal Atrophy Evaluation Datasets on Brain Magnetic Resonance Images Using Convolutional Neural Networks and Segmentation Priors.
Neuroinformatics, 2021
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results.
CoRR, 2021
Hemorrhagic stroke lesion segmentation using a 3D U-Net with squeeze-and-excitation blocks.
Comput. Medical Imaging Graph., 2021
2020
Comput. Methods Programs Biomed., 2020
Multiple Sclerosis Lesion Segmentation Using Longitudinal Normalization and Convolutional Recurrent Neural Networks.
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020
2019
Medical Image Anal., 2019
Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks.
Comput. Biol. Medicine, 2019
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review.
Artif. Intell. Medicine, 2019
IEEE Access, 2019
Quantitative Analysis of Patch-Based Fully Convolutional Neural Networks for Tissue Segmentation on Brain Magnetic Resonance Imaging.
IEEE Access, 2019
2018
Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model.
IEEE Trans. Medical Imaging, 2018
Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features.
Medical Image Anal., 2018
SUNet: a deep learning architecture for acute stroke lesion segmentation and outcome prediction in multimodal MRI.
CoRR, 2018
CoRR, 2018
One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks.
CoRR, 2018
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018
Multi-atlas Parcellation in the Presence of Lesions: Application to Multiple Sclerosis.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2018
Changes in breast density over time using automatic density measures: preliminary analysis.
Proceedings of the 14th International Workshop on Breast Imaging, 2018
2017
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach.
NeuroImage, 2017
Automated tissue segmentation of MR brain images in the presence of white matter lesions.
Medical Image Anal., 2017
Semi-automated labelling of medical images: benefits of a collaborative work in the evaluation of prostate cancer in MRI.
CoRR, 2017
Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017
2016
Frontiers Neuroinformatics, 2016
Artif. Intell. Medicine, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Comparison of Four Breast Tissue Segmentation Algorithms for Multi-modal MRI to X-ray Mammography Registration.
Proceedings of the Breast Imaging, 2016
Feasibility of Depth Sensors to Study Breast Deformation During Mammography Procedures.
Proceedings of the Breast Imaging, 2016
2015
IEEE Trans. Biomed. Eng., 2015
J. Digit. Imaging, 2015
2014
Intensity Based Methods for Brain MRI Longitudinal Registration. A Study on Multiple Sclerosis Patients.
Neuroinformatics, 2014
MARGA: Multispectral Adaptive Region Growing Algorithm for brain extraction on axial MRI.
Comput. Methods Programs Biomed., 2014
Comput. Methods Programs Biomed., 2014
Comput. Biol. Medicine, 2014
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
Detecting Abnormal Mammographic Cases in Temporal Studies Using Image Registration Features.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
One-shot segmentation of breast, pectoral muscle, and background in digitised mammograms.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images.
Medical Image Anal., 2013
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013
A Supervised Approach for Multiple Sclerosis Lesion Segmentation Using Context Features and an Outlier Map.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013
2012
Medical Image Anal., 2012
Automatic microcalcification and cluster detection for digital and digitised mammograms.
Knowl. Based Syst., 2012
Segmentation of multiple sclerosis lesions in brain MRI: A review of automated approaches.
Inf. Sci., 2012
A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images.
Comput. Methods Programs Biomed., 2012
Prostate multimodality image registration based on B-splines and quadrature local energy.
Int. J. Comput. Assist. Radiol. Surg., 2012
Statistical shape and texture model of quadrature phase information for prostate segmentation.
Int. J. Comput. Assist. Radiol. Surg., 2012
A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Adapting Breast Density Classification from Digitized to Full-Field Digital Mammograms.
Proceedings of the Breast Imaging, 2012
Proceedings of the Breast Imaging, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Spectral clustering of shape and probability prior models for automatic prostate segmentation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
MammoApplet: An interactive Java applet tool for manual annotation in medical imaging.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012
2011
IEEE Trans. Inf. Technol. Biomed., 2011
Pattern Recognit. Lett., 2011
Comput. Methods Programs Biomed., 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
A comparison of thin-plate splines with automatic correspondences and B-splines with uniform grids for multimodal prostate registration.
Proceedings of the Medical Imaging 2011: Visualization, 2011
Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation.
Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011
Segmenting extended structures in radio astronomical images by filtering bright compact sources and using wavelets decomposition.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
2010
Medical Image Anal., 2010
A Thin-Plate Spline Based Multimodal Prostate Registration with Optimal Correspondences.
Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010
Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010
Proceedings of the Digital Mammography, 2010
Proceedings of the Digital Mammography, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Multimodal Prostate Registration Using Thin-Plate Splines from Automatic Correspondences.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
2009
Comput. Medical Imaging Graph., 2009
2008
IEEE Trans. Inf. Technol. Biomed., 2008
Proceedings of the Digital Mammography, 2008
2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007
2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Comparison Between Wolfe, Boyd, BI-RADS and Tabár Based Mammographic Risk Assessment.
Proceedings of the Digital Mammography, 2006
Proceedings of the Digital Mammography, 2006
A new approach to the classification of mammographic masses and normal breast tissue.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
Mass Segmentation using a Pattern Matching Approach with a Mutual Information Based Metric.
Proceedings of the Artificial Intelligence Research and Development, 2005
Proceedings of the Artificial Intelligence Research and Development, 2005
2003
Active Region Segmentation of Mammographic Masses Based on Texture, Contour and Shape Features.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003
Proceedings of the British Machine Vision Conference, 2003