Miguel Ángel González Ballester
Orcid: 0000-0002-1862-9590
According to our database1,
Miguel Ángel González Ballester
authored at least 159 papers
between 1998 and 2024.
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Bibliography
2024
IEEE Trans. Medical Imaging, January, 2024
2023
IEEE Trans. Biomed. Eng., June, 2023
An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis.
Comput. Methods Programs Biomed., March, 2023
Attri-VAE: Attribute-based interpretable representations of medical images with variational autoencoders.
Comput. Medical Imaging Graph., March, 2023
Comput. Methods Programs Biomed., February, 2023
Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded Registration.
CoRR, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
MRI2Mesh: Intervertebral Disc Mesh Generation from Low Resolution MRI Using Graph Neural Networks with Cross Level Feature Fusion.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
IEEE Trans. Biomed. Eng., 2022
Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching.
Medical Image Anal., 2022
Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty.
Medical Image Anal., 2022
Attri-VAE: attribute-based, disentangled and interpretable representations of medical images with variational autoencoders.
CoRR, 2022
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge.
CoRR, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness.
Proceedings of the Diabetic Foot Ulcers Grand Challenge - Third Challenge, 2022
2021
Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks.
Medical Image Anal., 2021
Volumetric parcellation of the cardiac right ventricle for regional geometric and functional assessment.
Medical Image Anal., 2021
An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth.
CoRR, 2021
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans.
CoRR, 2021
Comput. Methods Programs Biomed., 2021
Bioinform., 2021
Projection-Based Collision Detection Algorithm for Stereoelectroencephalography Electrode Risk Assessment and Re-Planning.
IEEE Access, 2021
Convolutional Nets Versus Vision Transformers for Diabetic Foot Ulcer Classification.
Proceedings of the Diabetic Foot Ulcers Grand Challenge - Second Challenge, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the 3rd International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2021) co-located with with the 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), 2021
2020
TTTS-STgan: Stacked Generative Adversarial Networks for TTTS Fetal Surgery Planning Based on 3D Ultrasound.
IEEE Trans. Medical Imaging, 2020
Deep Q-CapsNet Reinforcement Learning Framework for Intrauterine Cavity Segmentation in TTTS Fetal Surgery Planning.
IEEE Trans. Medical Imaging, 2020
Handling confounding variables in statistical shape analysis - application to cardiac remodelling.
Medical Image Anal., 2020
A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly.
Medical Image Anal., 2020
Curriculum learning for annotation-efficient medical image analysis: scheduling data with prior knowledge and uncertainty.
CoRR, 2020
Handling confounding variables in statistical shape analysis - application to cardiac remodelling.
CoRR, 2020
Pulmonary Nodule Malignancy Classification Using its Temporal Evolution with Two-Stream 3D Convolutional Neural Networks.
CoRR, 2020
Volumetric parcellation of the right ventricle for regional geometric and functional assessment.
CoRR, 2020
EView: An electric field visualization web platform for electroporation-based therapies.
Comput. Methods Programs Biomed., 2020
Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline.
Comput. Methods Programs Biomed., 2020
Segmentation of the placenta and its vascular tree in Doppler ultrasound for fetal surgery planning.
Int. J. Comput. Assist. Radiol. Surg., 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
2019
Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI.
Medical Image Anal., 2019
Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects.
Medical Image Anal., 2019
Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network.
Medical Image Anal., 2019
Medical Image Anal., 2019
CoRR, 2019
TTTS-GPS: Patient-specific preoperative planning and simulation platform for twin-to-twin transfusion syndrome fetal surgery.
Comput. Methods Programs Biomed., 2019
Comput. Medical Imaging Graph., 2019
Abdominal Aortic Aneurysm Segmentation Using Convolutional Neural Networks Trained with Images Generated with a Synthetic Shape Model.
Proceedings of the Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 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
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. Medical Imaging, 2018
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
IEEE Trans. Medical Imaging, 2018
Random walks with statistical shape prior for cochlea and inner ear segmentation in micro-CT images.
Mach. Vis. Appl., 2018
Medical Image Anal., 2018
Weighted regularized statistical shape space projection for breast 3D model reconstruction.
Medical Image Anal., 2018
Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks.
Medical Image Anal., 2018
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour.
CoRR, 2018
Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation.
Comput. Medical Imaging Graph., 2018
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
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
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
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 Anal., 2017
Medical Image Anal., 2017
Medical Image Anal., 2017
IBM J. Res. Dev., 2017
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
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017
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
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 Recognit. Lett., 2016
Evaluation of state-of-the-art segmentation algorithms for left ventricle infarct from late Gadolinium enhancement MR images.
Medical Image Anal., 2016
Random walks with shape prior for cochlea segmentation in ex vivo \(\mu \hbox {CT}\).
Int. J. Comput. Assist. Radiol. Surg., 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
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
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
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
Medical Image Anal., 2015
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015
2014
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
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
RADStation3G: A platform for cardiovascular image analysis integrating PACS, 3D+t visualization and grid computing.
Comput. Methods Programs Biomed., 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
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
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
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
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
IEEE Trans. Biomed. Eng., 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 Anal., 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 Anal., 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
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008
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. Eng., 2007
Statistical deformable bone models for robust 3D surface extrapolation from sparse data.
Medical Image Anal., 2007
Automatic Extraction of Femur Contours from Calibrated X-Ray Images using Statistical Information.
J. Multim., 2007
Deformable Atlases for the Segmentation of Internal Brain Nuclei in Magnetic Resonance Imaging.
Int. J. Comput. Commun. Control, 2007
Design and clinical evaluation of an image-guided surgical microscope with an integrated tracking system.
Int. J. Comput. Assist. Radiol. Surg., 2007
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
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
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. Medical Imaging, 2006
Proceedings of the Medical Imaging 2006: Visualization, 2006
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
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
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
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
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
Medical Image Anal., 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
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
2002
2000
Medical Image Anal., 2000
1998
Measurement of Brain Structures Based on Statistical and Geometrical 3D Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998