Robert Martí

Ricardo Montoya-del-Angel

Xiaomeng Li

IEEE Trans. Medical Imaging, March, 2024

2023

Brickognize: Applying Photo-Realistic Image Synthesis for Lego Bricks Recognition with Limited Data.

[BibT_eX]

[DOI]

Sensors, February, 2023

MAM-E: Mammographic synthetic image generation with diffusion models.

[BibT_eX]

[DOI]

Karla Sam-Millan

Joan Carles Vilanova

CoRR, 2023

FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition.

[BibT_eX]

[DOI]

Marawan Elbatel

Xiaomeng Li

CoRR, 2023

Federated Model Aggregation via Self-supervised Priors for Highly Imbalanced Medical Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

2022

A U-Net Ensemble for breast lesion segmentation in DCE MRI.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

2021

Visual Attention and Color Cues for 6D Pose Estimation on Occluded Scenarios Using RGB-D Data.

[BibT_eX]

[DOI]

Joel Vidal

Chyi-Yeu Lin

Sensors, 2021

Lessons from the first DBTex Challenge.

[BibT_eX]

[DOI]

Nat. Mach. Intell., 2021

DRNet: Segmentation and localization of optic disc and Fovea from diabetic retinopathy image.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2021

2020

DSNet: Automatic dermoscopic skin lesion segmentation.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2020

Deep learning for mass detection in Full Field Digital Mammograms.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2020

Breast ultrasound region of interest detection and lesion localisation.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2020

DCGANs for realistic breast mass augmentation in x-ray mammography.

[BibT_eX]

[DOI]

Basel Alyafi

Oliver Díaz

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Deep Learning Based Segmentation of Breast Lesions in DCE-MRI.

[BibT_eX]

[DOI]

Roa'a Khaled

Joel Vidal

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Breast MRI and X-ray mammography registration using gradient values.

[BibT_eX]

[DOI]

Medical Image Anal., 2019

Quality analysis of DCGAN-generated mammography lesions.

[BibT_eX]

[DOI]

CoRR, 2019

Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2019

2018

Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2018

Automated Spirometry Quality Assurance: Supervised Learning From Multiple Experts.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2018

A Method for 6D Pose Estimation of Free-Form Rigid Objects Using Point Pair Features on Range Data.

[BibT_eX]

[DOI]

Sensors, 2018

6D Pose Estimation using an Improved Method based on Point Pair Features.

[BibT_eX]

[DOI]

Joel Vidal

Chyi-Yeu Lin

CoRR, 2018

End-to-end breast ultrasound lesions recognition with a deep learning approach.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

A deep learning framework for micro-calcification detection in 2D mammography and C-view.

[BibT_eX]

[DOI]

Proceedings of the 14th International Workshop on Breast Imaging, 2018

Breast tomosynthesis reconstruction using TIGRE software tool.

[BibT_eX]

[DOI]

Proceedings of the 14th International Workshop on Breast Imaging, 2018

Changes in breast density over time using automatic density measures: preliminary analysis.

[BibT_eX]

[DOI]

Proceedings of the 14th International Workshop on Breast Imaging, 2018

Mass detection in mammograms using pre-trained deep learning models.

[BibT_eX]

[DOI]

Proceedings of the 14th International Workshop on Breast Imaging, 2018

2017

Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Similarity Metrics for Intensity-Based Registration Using Breast Density Maps.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Computer-aided detection for prostate cancer detection based on multi-parametric magnetic resonance imaging.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Normalization of T2W-MRI prostate images using Rician a priori.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Feasibility of Depth Sensors to Study Breast Deformation During Mammography Procedures.

[BibT_eX]

[DOI]

Proceedings of the Breast Imaging, 2016

2015

Breast Segmentation and Density Estimation in Breast MRI: A Fully Automatic Framework.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2015

Automated localization of breast cancer in DCE-MRI.

[BibT_eX]

[DOI]

Medical Image Anal., 2015

Breast Density Analysis Using an Automatic Density Segmentation Algorithm.

[BibT_eX]

[DOI]

J. Digit. Imaging, 2015

Computer-Aided Detection and diagnosis for prostate cancer based on mono and multi-parametric MRI: A review.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2015

2014

Intensity Based Methods for Brain MRI Longitudinal Registration. A Study on Multiple Sclerosis Patients.

[BibT_eX]

[DOI]

Neuroinformatics, 2014

Breast peripheral area correction in digital mammograms.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2014

SIFT Texture Description for Understanding Breast Ultrasound Images.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Comparison of Methods for Current-to-Prior Registration of Breast DCE-MRI.

[BibT_eX]

[DOI]

Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

2013

A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images.

[BibT_eX]

[DOI]

Medical Image Anal., 2013

Breast segmentation in MRI: quantitative evaluation of three methods.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2013: Image Processing, 2013

Automatic Intra Muscular Fat Analysis on Dry-Cured Ham Slices.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Feasibility Study of Lesion Detection Using Deformable Part Models in Breast Ultrasound Images.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Demons Methods for Digital Mammography Registration.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012

A spline-based non-linear diffeomorphism for multimodal prostate registration.

[BibT_eX]

[DOI]

Medical Image Anal., 2012

A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2012

Prostate multimodality image registration based on B-splines and quadrature local energy.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2012

Statistical shape and texture model of quadrature phase information for prostate segmentation.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2012

Lesion segmentation and bias correction in breast ultrasound B-mode images including elastography information.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2012: Image Processing, 2012

A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Adapting Breast Density Classification from Digitized to Full-Field Digital Mammograms.

[BibT_eX]

[DOI]

Proceedings of the Breast Imaging, 2012

Automatic Seed Placement for Breast Lesion Segmentation on US Images.

[BibT_eX]

[DOI]

Proceedings of the Breast Imaging, 2012

Spectral clustering to model deformations for fast multimodal prostate registration.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011

Revisiting Intensity-Based Image Registration Applied to Mammography.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2011

Prostate segmentation with local binary patterns guided active appearance models.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2011: Visualization, 2011

Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011

A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Simultaneous Lesion Segmentation and Bias Correction in Breast Ultrasound Images.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRI.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

A Non-Linear Diffeomorphic Framework for Prostate Multimodal Registration.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010

A Thin-Plate Spline Based Multimodal Prostate Registration with Optimal Correspondences.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010

Prostate Segmentation with Texture Enhanced Active Appearance Model.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010

Texture Guided Active Appearance Model Propagation for Prostate Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

Lesion Segmentation in Breast Sonography.

[BibT_eX]

[DOI]

Proceedings of the Digital Mammography, 2010

A supervised micro-calcification detection approach in digitised mammograms.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Elastic modulus imaging using optical flow and image registration.

[BibT_eX]

[DOI]

J. Alison Noble

Proceedings of the International Conference on Image Processing, 2010

Comparison of registration methods using mamographic images.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Multimodal Prostate Registration Using Thin-Plate Splines from Automatic Correspondences.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

2009

A textural approach for mass false positive reduction in mammography.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2009

2008

A Novel Breast Tissue Density Classification Methodology.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2008

Image Correction and Reconstruction for Breast Biopsy.

[BibT_eX]

[DOI]

Proceedings of the Digital Mammography, 2008

Breast Density Segmentation: A Comparison of Clustering and Region Based Techniques.

[BibT_eX]

[DOI]

Proceedings of the Digital Mammography, 2008

2007

Which is the best way to organize/classify images by content?

[BibT_eX]

[DOI]

Anna Bosch

Xavier Muñoz

Image Vis. Comput., 2007

On the Detection of Regions-of-Interest in Dynamic Contrast-Enhanced MRI.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

False Positive Reduction in Breast Mass Detection Using Two-Dimensional PCA.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Breast Skin-Line Segmentation Using Contour Growing.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Optimally Discriminant Moments for Speckle Detection in Real B-Scan Images.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Slowly Changing Dimensions: a Pattern Language for Coping with Change in Analytical Information Processing.

[BibT_eX]

[DOI]

Hans Wegener

Proceedings of the 12th European Conference on Pattern Languages of Programs (EuroPLoP '2007), 2007

2006

A Comparison of Breast Tissue Classification Techniques.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Mammographic Registration: Proposal and Evaluation of a New Approach.

[BibT_eX]

[DOI]

Proceedings of the Digital Mammography, 2006

A new approach to the classification of mammographic masses and normal breast tissue.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Object and Scene Classification: what does a Supervised Approach Provide us?.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Slowly Changing Dimensions - a Pattern Language for Coping With Business Change in an Enterprise.

[BibT_eX]

Hans Wegener

Proceedings of the EuroPLoP' 2005, 2005

Detecting Mammographic Abnormalities from Image Registration Results.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2005

2004

Two-Dimensional-Three-Dimensional Correspondence in Mammography.

[BibT_eX]

[DOI]

Cybern. Syst., 2004

2003

Information Integration in a Global Enterprise: Some Experiences from a Financial Services Company.

[BibT_eX]

[DOI]

Proceedings of the BTW 2003, 2003

2002

Automatic Point Correspondence and Registration Based on Linear Structures.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2002

Automated Quality Assurance Applied to Mammographic Imaging.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2002

2001

Automatic Registration of Mammograms Based on Linear Structures.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2001

Tracking Mammographic Structures Over Time.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2001, 2001

2000

A Novel Similarity Measure to Evaluate Image Correspondence.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1984

Beschreibung von Datenbanken und Anwendungsprogrammen in einem erweiterten Datenkatalog.

[BibT_eX]

[DOI]