Oscar Camara
Orcid: 0000-0002-5125-6132Affiliations:
- Pompeu Fabra University, PhySense, Barcelona, Spain
According to our database1,
Oscar Camara
authored at least 125 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
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on orcid.org
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on id.loc.gov
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on d-nb.info
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Bibliography
2024
Signed Distance Field based Segmentation and Statistical Shape Modelling of the Left Atrial Appendage.
CoRR, 2024
2023
Medical Image Anal., August, 2023
Attri-VAE: Attribute-based interpretable representations of medical images with variational autoencoders.
Comput. Medical Imaging Graph., March, 2023
Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded Registration.
CoRR, 2023
Evaluation of cinematic volume rendering open-source and commercial solutions for the exploration of congenital heart data.
Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023
Patient Stratification Based on Fast Simulation of Cardiac Electrophysiology on Digital Twins.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023
Computational Modelling of the Cardiovascular System for the Non-invasive Diagnosis of Portal Hypertension.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023
Proceedings of the Functional Imaging and Modeling of the Heart, 2023
Strainger Things: Discrete Differential Geometry for Transporting Right Ventricular Deformation Across Meshes.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023
Impact of Blood Rheological Strategies on the Optimization of Patient-Specific LAAO Configurations for Thrombus Assessment.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023
Assessment of Risk for Ventricular Tachycardia based on Extensive Electrophysiology Simulations.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Automatic Prediction of the Origin in Outflow Tract Ventricular Arrhythmias with Machine Learning Combining Clinical Data and Electrocardiogram Analysis.
Proceedings of the Computing in Cardiology, 2023
Proceedings of the Computing in Cardiology, 2023
Proceedings of the AI and Big Data in Cardiology: A Practical Guide, 2023
2022
Riemannian Geometry of Functional Connectivity Matrices for Multi-Site Attention-Deficit/Hyperactivity Disorder Data Harmonization.
Frontiers Neuroinformatics, 2022
Attri-VAE: attribute-based, disentangled and interpretable representations of medical images with variational autoencoders.
CoRR, 2022
Personalized Fast Electrophysiology Simulations to Evaluate Arrhythmogenicity of Ventricular Slow Conduction Channels.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Unsupervised Machine Learning Exploration of Morphological and Haemodynamic Indices to Predict Thrombus Formation in the Left Atrial Appendage.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Towards Real-Time Optimization of Left Atrial Appendage Occlusion Device Placement Through Physics-Informed Neural Networks.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Sensitivity Analysis of Left Atrial Wall Modeling Approaches and Inlet/Outlet Boundary Conditions in Fluid Simulations to Predict Thrombus Formation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Proceedings of the 2022 Northern Lights Deep Learning Workshop, 2022
NUDF: Neural Unsigned Distance Fields for High Resolution 3D Medical Image Segmentation.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
Medical Image Anal., 2021
Generalizing electrocardiogram delineation: training convolutional neural networks with synthetic data augmentation.
CoRR, 2021
Towards assisted electrocardiogram interpretation using an AI-enabled Augmented Reality headset.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021
In-silico Analysis of Device-Related Thrombosis for Different Left Atrial Appendage Occluder Settings.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021
Valve Flattening with Functional Biomarkers for the Assessment of Mitral Valve Repair.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021
Implicit Neural Distance Representation for Unsupervised and Supervised Classification of Complex Anatomies.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Shape Analysis and Computational Fluid Simulations to Assess Feline Left Atrial Function and Thrombogenesis.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021
Geometric Deep Learning for the Assessment of Thrombosis Risk in the Left Atrial Appendage.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021
In-Silico Analysis of the Influence of Pulmonary Vein Configuration on Left Atrial Haemodynamics and Thrombus Formation in a Large Cohort.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021
Proceedings of the Functional Imaging and Modeling of the Heart, 2021
Domain Adaptation for Automatic Aorta Segmentation of 4D Flow Magnetic Resonance Imaging Data from Multiple Vendor Scanners.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021
Mobile App for the Digitization and Deep-Learning-Based Classification of Electrocardiogram Printed Records.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Benchmark of deep learning algorithms for the automatic screening in electrocardiograms transmitted by implantable cardiac devices.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
2020
WIREs Data Mining Knowl. Discov., 2020
IEEE Trans. Vis. Comput. Graph., 2020
ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks.
CoRR, 2020
A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging.
CoRR, 2020
VRIDAA: Virtual Reality Platform for Training and Planning Implantations of Occluder Devices in Left Atrial Appendages.
Proceedings of the 10th Eurographics Workshop on Visual Computing for Biology and Medicine, 2020
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020
4D Flow Magnetic Resonance Imaging for Left Atrial Haemodynamic Characterization and Model Calibration.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020
Joint Data Imputation and Mechanistic Modelling for Simulating Heart-Brain Interactions in Incomplete Datasets.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
A Cartesian Grid Representation of Left Atrial Appendages for a Deep Learning Estimation of Thrombogenic Risk Predictors.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020
2019
Mind the gap: Quantification of incomplete ablation patterns after pulmonary vein isolation using minimum path search.
Medical Image Anal., 2019
Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the Left Atrial Appendage.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019
Comparison of 2D Echocardiography and Cardiac Cine MRI in the Assessment of Regional Left Ventricular Wall Thickness.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019
Best (and Worst) Practices for Organizing a Challenge on Cardiac Biophysical Models During AI Summer: The CRT-EPiggy19 Challenge.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the Functional Imaging and Modeling of the Heart, 2019
Large Scale Cardiovascular Model Personalisation for Mechanistic Analysis of Heart and Brain Interactions.
Proceedings of the Functional Imaging and Modeling of the Heart, 2019
U-Net Architecture for the Automatic Detection and Delineation of the Electrocardiogram.
Proceedings of the 46th Computing in Cardiology, 2019
Predicting the Origin of Outflow Tract Ventricular Arrhythmias Using Machine Learning Techniques Trained With Patient-Specific Electrophysiological Simulations.
Proceedings of the 46th Computing in Cardiology, 2019
2018
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
IEEE Trans. Medical Imaging, 2018
Medical Image Anal., 2018
A rule-based method to model myocardial fiber orientation in cardiac biventricular geometries with outflow tracts.
CoRR, 2018
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Joint Analysis of Personalized In-Silico Haemodynamics and Shape Descriptors of the Left Atrial Appendage.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Centreline-Based Shape Descriptors of the Left Atrial Appendage in Relation with Thrombus Formation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Left Atrial Segmentation Combining Multi-atlas Whole Heart Labeling and Shape-Based Atlas Selection.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
2017
Proceedings of the VCBM 17: Eurographics Workshop on Visual Computing for Biology and Medicine, 2017
Early Prediction of Alzheimer's Disease with Non-local Patch-Based Longitudinal Descriptors.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017
Estimation of Local Conduction Velocity from Myocardium Activation Time: Application to Cardiac Resynchronization Therapy.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017
In Silico Analysis of Haemodynamics in Patient-Specific Left Atria with Different Appendage Morphologies.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017
Smoothed Particle Hydrodynamics for Electrophysiological Modeling: An Alternative to Finite Element Methods.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017
A Rule-Based Method to Model Myocardial Fiber Orientation for Simulating Ventricular Outflow Tract Arrhythmias.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017
2016
Integration of electro-anatomical and imaging data of the left ventricle: An evaluation framework.
Medical Image Anal., 2016
Quasi-Conformal Technique for Integrating and Validating Myocardial Tissue Characterization in MRI with Ex-Vivo Human Histological Data.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016
Standardised Framework to Study the Influence of Left Atrial RF Catheter Ablation Parameters on Permanent Lesion Formation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016
2015
Estimation of Purkinje trees from electro-anatomical mapping of the left ventricle using minimal cost geodesics.
Medical Image Anal., 2015
Quantitative Analysis of Lead Position vs. Correction of Electrical Dyssynchrony in an Experimental Model of LBBB/CRT.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015
Quantification of Gaps in Ablation Lesions Around the Pulmonary Veins in Delayed Enhancement MRI.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015
2014
A Wavelet-Based Electrogram Onset Delineator for Automatic Ventricular Activation Mapping.
IEEE Trans. Biomed. Eng., 2014
A Computational Model of the Fetal Circulation to Quantify Blood Redistribution in Intrauterine Growth Restriction.
PLoS Comput. Biol., 2014
Fully-Coupled Electromechanical Simulations of the LV Dog Anatomy Using HPC: Model Testing and Verification.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014
Inverse Estimation of Left Ventricular Purkinje Tree Pathways from Sequence of Depolarization.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
A Morphology-Based Spatial Consistency Algorithm to Improve EGM Delineation in Ventricular Electroanatomical Mapping.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
2013
Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models.
Medical Biol. Eng. Comput., 2013
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013
Estimation of Electrical Pathways Finding Minimal Cost Paths from Electro-Anatomical Mapping of the Left Ventricle.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013
Evaluation of Different Mapping Techniques for the Integration of Electro-Anatomical Voltage and Imaging Data of the Left Ventricle.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013
Analyzing Electrical Patterns in an Experimental Swine Model of Dyssynchrony and CRT.
Proceedings of the Computing in Cardiology, 2013
Wavelet-Based Electrogram Onset Identification for Ventricular Electroanatomical Mapping.
Proceedings of the Computing in Cardiology, 2013
2012
Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography.
Medical Image Anal., 2012
Integration of different cardiac electrophysiological models into a single simulation pipeline.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
IEEE Trans. Biomed. Eng., 2011
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011
Cardiac Deformation from Electro-Anatomical Mapping Data: Application to Scar Characterization.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
Effect of Scar Development on Fast Electrophysiological Models of the Human Heart: In-Silico Study on Atlas-Based Virtual Populations.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
Sensitivity Analysis of Mesh Warping and Subsampling Strategies for Generating Large Scale Electrophysiological Simulation Data.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
2010
Influence of Geometric Variations on LV Activation Times: A Study on an Atlas-Based Virtual Population.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010
Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3D-US Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Personalization of Fast Conduction Purkinje System in Eikonal-Based Electrophysiological Models with Optical Mapping Data.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010
2009
Non-stationary diffeomorphic registration: application to endo-vascular treatment monitoring.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
GIMIAS: An Open Source Framework for Efficient Development of Research Tools and Clinical Prototypes.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
Large Diffeomorphic FFD Registration for Motion and Strain Quantification from 3D-US Sequences.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
Multi-sequence Registration of Cine, Tagged and Delay-Enhancement MRI with Shift Correction and Steerable Pyramid-Based Detagging.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
Cardiac Motion Estimation from Intracardiac Electrical Mapping Data: Identifying a Septal Flash in Heart Failure.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
2008
Using anatomical knowledge expressed as fuzzy constraints to segment the heart in CT images.
Pattern Recognit., 2008
Accuracy assessment of global and local atrophy measurement techniques with realistic simulated longitudinal Alzheimer's disease images.
NeuroImage, 2008
Consistency of parametric registration in serial MRI studies of brain tumor progression.
Int. J. Comput. Assist. Radiol. Surg., 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
2007
Explicit Incorporation of Prior Anatomical Information Into a Nonrigid Registration of Thoracic and Abdominal CT and 18-FDG Whole-Body Emission PET Images.
IEEE Trans. Medical Imaging, 2007
Methods for Inverting Dense Displacement Fields: Evaluation in Brain Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Accuracy Assessment of Global and Local Atrophy Measurement Techniques with Realistic Simulated Longitudinal Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Registration of Rcbv and Adc Maps with Structural and Physiological Mr Images in Glioma Patients: Study and Validation.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
Generalized Overlap Measures for Evaluation and Validation in Medical Image Analysis.
IEEE Trans. Medical Imaging, 2006
Phenomenological Model of Diffuse Global and Regional Atrophy Using Finite-Element Methods.
IEEE Trans. Medical Imaging, 2006
Integration of fuzzy spatial relations in deformable models - Application to brain MRI segmentation.
Pattern Recognit., 2006
Cardiac function estimation from MRI using a heart model and data assimilation: Advances and difficulties.
Medical Image Anal., 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Simulation of Acquisition Artefacts in MR Scans: Effects on Automatic Measures of Brain Atrophy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
2005
Fusion of spatial relationships for guiding recognition, example of brain structure recognition in 3D MRI.
Pattern Recognit. Lett., 2005
Simulation of cardiac pathologies using an electromechanical biventricular model and XMR interventional imaging.
Medical Image Anal., 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Generalised Overlap Measures for Assessment of Pairwise and Groupwise Image Registration and Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Progress in Pattern Recognition, 2005
2004
Computational modeling of thoracic and abdominal anatomy using spatial relationships for image segmentation.
Real Time Imaging, 2004
Description of brain internal structures by means of spatial relations for MR image segmentation.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
2003
Free Form Deformations Guided by Gradient Vector Flow: A Surface Registration Method in Thoracic and Abdominal PET-CT Applications.
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003