Miguel Ángel González Ballester

According to our database1, Miguel Ángel González Ballester authored at least 110 papers between 1998 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI.
Medical Image Analysis, 2019

Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects.
Medical Image Analysis, 2019

Computational anatomy for multi-organ analysis in medical imaging: A review.
Medical Image Analysis, 2019

Multimodal image registration using Laplacian commutators.
Information Fusion, 2019

TTTS-GPS: Patient-specific preoperative planning and simulation platform for twin-to-twin transfusion syndrome fetal surgery.
Computer Methods and Programs in Biomedicine, 2019

Patch spaces and fusion strategies in patch-based label fusion.
Comp. Med. Imag. and Graph., 2019

Automatic Segmentation Of the Placenta and its Peripheral Vasculature in Volumetric Ultrasound for TTTS Fetal Surgery.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

A Radiomics Approach to Analyze Cardiac Alterations in Hypertension.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
3-D Subject-Specific Shape and Density Estimation of the Lumbar Spine From a Single Anteroposterior DXA Image Including Assessment of Cortical and Trabecular Bone.
IEEE Trans. Med. Imaging, 2018

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
IEEE Trans. Med. Imaging, 2018

Random walks with statistical shape prior for cochlea and inner ear segmentation in micro-CT images.
Mach. Vis. Appl., 2018

Learning non-linear patch embeddings with neural networks for label fusion.
Medical Image Analysis, 2018

Weighted regularized statistical shape space projection for breast 3D model reconstruction.
Medical Image Analysis, 2018

Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks.
Medical Image Analysis, 2018

Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation.
Comp. Med. Imag. and Graph., 2018

Patient-specific estimation of detailed cochlear shape from clinical CT images.
Int. J. Comput. Assist. Radiol. Surg., 2018

Preoperative Planning and Simulation Framework for Twin-to-Twin Transfusion Syndrome Fetal Surgery.
Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

3D Pulmonary Artery Segmentation from CTA Scans Using Deep Learning with Realistic Data Augmentation.
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018

Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Fetal cortical parcellation based on growth patterns.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Comparison of regularization techniques for DCNN-based abdominal aortic aneurysm segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

The candidate multi-cut for cell segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Fetal MRI Synthesis via Balanced Auto-Encoder Based Generative Adversarial Networks.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Learning and combining image neighborhoods using random forests for neonatal brain disease classification.
Medical Image Analysis, 2017

Anatomical medial surfaces with efficient resolution of branches singularities.
Medical Image Analysis, 2017

Discriminative confidence estimation for probabilistic multi-atlas label fusion.
Medical Image Analysis, 2017

Virtual exploration of early stage atherosclerosis.
Bioinformatics, 2017

Automatic Labeling of Vascular Structures with Topological Constraints via HMM.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Early Prediction of Alzheimer's Disease with Non-local Patch-Based Longitudinal Descriptors.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

DCNN-Based Automatic Segmentation and Quantification of Aortic Thrombus Volume: Influence of the Training Approach.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2017

A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017

On the Role of Patch Spaces in Patch-Based Label Fusion.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

Behavior-State Dependent Modulation of Perception Based on a Model of Conditioning.
Proceedings of the Biomimetic and Biohybrid Systems - 6th International Conference, 2017

Estimating 3D Ventricular Shape From 2D Echocardiography: Feasibility and Effect of Noise.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

Multi-scale immunological and biomechanical model of emphysema progression.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Free-form image registration of human cochlear μCT data using skeleton similarity as anatomical prior.
Pattern Recognition Letters, 2016

Evaluation of state-of-the-art segmentation algorithms for left ventricle infarct from late Gadolinium enhancement MR images.
Medical Image Analysis, 2016

Iterated random walks with shape prior.
Image Vision Comput., 2016

Random walks with shape prior for cochlea segmentation in ex vivo \(\mu \hbox {CT}\).
Int. J. Comput. Assist. Radiol. Surg., 2016

Virtual exploration of early stage atherosclerosis.
Bioinformatics, 2016

Multi-region statistical shape model for cochlear implantation.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Cochlea segmentation using iterated random walks with shape prior.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic Estimates.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Statistical Shape Model with Random Walks for Inner Ear Segmentation.
Proceedings of the Spectral and Shape Analysis in Medical Imaging, 2016

Enhanced Probabilistic Label Fusion by Estimating Label Confidences Through Discriminative Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Cochlear implant electrode localization in post-operative CT using a spherical measure.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Weighted regularized ASM for face alignment.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Automatic multi-resolution shape modeling of multi-organ structures.
Medical Image Analysis, 2015

Image Registration of Cochlear \mu μ CT Data Using Heat Distribution Similarity.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Learning and Combining Image Similarities for Neonatal Brain Population Studies.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

Monopolar Stimulation of the Implanted Cochlea: A Synthetic Population-Based Study.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2015

Virtual cochlear electrode insertion via parallel transport frame.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Discriminative Dimensionality Reduction for Patch-Based Label Fusion.
Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

2014
Anatomical parameterization for volumetric meshing of the liver.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Patient Specific Simulation for Planning of Cochlear Implantation Surgery.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2014

Generalized Multiresolution Hierarchical Shape Models via Automatic Landmark Clusterization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Hierarchical Shape Modeling of the Cochlea and Surrounding Risk Structures for Minimally Invasive Cochlear Implant Surgery.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2014

Patient-Specific Simulation of Implant Placement and Function for Cochlear Implantation Surgery Planning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013
Geometric steerable medial maps.
Mach. Vis. Appl., 2013

RADStation3G: A platform for cardiovascular image analysis integrating PACS, 3D+t visualization and grid computing.
Computer Methods and Programs in Biomedicine, 2013

Surgical Workflow Analysis, Design and Development of an Image-Based Navigation System for Endoscopic Interventions.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2013

Multiresolution Hierarchical Shape Models in 3D Subcortical Brain Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

A Validation Benchmark for Assessment of Medial Surface Quality for Medical Applications.
Proceedings of the Computer Vision Systems - 9th International Conference, 2013

Automated annotation removal in agar plates.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Functional simulation of the cochlea for implant optimization.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Optimal Medial Surface Generation for Anatomical Volume Representations.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012

Supervised Learning Modelization and Segmentation of Cardiac Scar in Delayed Enhanced MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

A medial map capturing the essential geometry of organs.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Information Filtering for Ultrasound-Based Real-Time Registration.
IEEE Trans. Biomed. Engineering, 2011

Computation and Evaluation of Medial Surfaces for Shape Representation of Abdominal Organs.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2011

2010
Optimisation of orthopaedic implant design using statistical shape space analysis based on level sets.
Medical Image Analysis, 2010

An integrated approach for reconstructing a surface model of the proximal femur from sparse input data and a multi-resolution point distribution model: an in vitro study.
Int. J. Comput. Assist. Radiol. Surg., 2010

2009
A 2D/3D correspondence building method for reconstruction of a patient-specific 3D bone surface model using point distribution models and calibrated X-ray images.
Medical Image Analysis, 2009

Surgical Planning and Patient-Specific Biomechanical Simulation for Tracheal Endoprostheses Interventions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Anatomical Variability of Organs Via Principal Factor Analysis from the Construction of an Abdominal Probabilistic Atlas.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Population-Specific Evaluation of Implant Bone Fitting Using PCA Shape Space and Level Sets.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
Kalman Filtering for Frame-by-Frame CT to Ultrasound Rigid Registration.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008

Statistical Shape Space Analysis Based on Level Sets.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008

An Integrated Approach for Reconstructing a Surface Model of the Proximal Femur from Sparse Input Data and a Multi-Level Point Distribution Model.
Proceedings of the Biomedical Simulation, 4th International Symposium, 2008

A method for frame-by-frame us to CT registration in a joint calibration and registration framework.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
Accurate and Robust Reconstruction of a Surface Model of the Proximal Femur From Sparse-Point Data and a Dense-Point Distribution Model for Surgical Navigation.
IEEE Trans. Biomed. Engineering, 2007

Statistical deformable bone models for robust 3D surface extrapolation from sparse data.
Medical Image Analysis, 2007

Automatic Extraction of Femur Contours from Calibrated X-Ray Images using Statistical Information.
Journal of Multimedia, 2007

Combined Statistical Model of Bone Shape.
ERCIM News, 2007

Design and clinical evaluation of an image-guided surgical microscope with an integrated tracking system.
Int. J. Comput. Assist. Radiol. Surg., 2007

Automatic Extraction of Femur Contours from Calibrated Fluoroscopic Images.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

Unsupervised Reconstruction of a Patient-Specific Surface Model of a Proximal Femur from Calibrated Fluoroscopic Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Dynamic Registration Using Ultrasound for Anatomical Referencing.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Statistical Shape Analysis via Principal Factor Analysis.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Correspondence Establishment in Statistical Modeling of Shapes with Arbitrary Topology.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

An Integrated Approach for Reconstructing Surface Models of the Proximal Femur from Sparse Input Data for Surgical Navigation.
Proceedings of the Digital Human Modeling, 2007

2006
Differentiation of sCJD and vCJD forms by automated analysis of basal ganglia intensity distribution in multisequence MRI of the brain-definition and evaluation of new MRI-based ratios.
IEEE Trans. Med. Imaging, 2006

Assessing the feasibility of ultrasound-initialized deformable bone models.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Multimodal augmented reality system for surgical microscopy.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Reconstruction of Patient-Specific 3D Bone Surface from 2D Calibrated Fluoroscopic Images and Point Distribution Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Statistical Finite Element Model for Bone Shape and Biomechanical Properties.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Evaluating partial surface matching for fracture reduction assessment.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

2005
On the adequacy of principal factor analysis for the study of shape variability.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

A novel and stable approach to anatomical structure morphing for enhanced intraoperative 3D visualization.
Proceedings of the Medical Imaging 2005: Visualization, 2005

Computer-Assisted Ankle Joint Arthroplasty Using Bio-engineered Autografts.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Respiratory Motion Correction in Emission Tomography Image Reconstruction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

New Ratios for the Detection and Classification of CJD in Multisequence MRI of the Brain.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2004
Generalized image models and their application as statistical models of images.
Medical Image Analysis, 2004

Improved EM-Based Tissue Segmentation and Partial Volume Effect Quantification in Multi-sequence Brain MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Hierarchical Segmentation of Multiple Sclerosis Lesions in Multi-Sequence MRI.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
A Multiscale Feature Detector for Morphological Analysis of the Brain.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Generalized Image Models and Their Application as Statistical Models of Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

2002
Estimation of the partial volume effect in MRI.
Medical Image Analysis, 2002

2000
Segmentation and measurement of brain structures in MRI including confidence bounds.
Medical Image Analysis, 2000

1998
Measurement of Brain Structures Based on Statistical and Geometrical 3D Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998


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