Alejandro F. Frangi

According to our database1, Alejandro F. Frangi authored at least 270 papers between 1998 and 2018.

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

Awards

IEEE Fellow

IEEE Fellow 2014, "For contributions to medical image analysis and image-based computational physiology".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepages:

On csauthors.net:

Bibliography

2018
Cross-Modality Image Synthesis via Weakly Coupled and Geometry Co-Regularized Joint Dictionary Learning.
IEEE Trans. Med. Imaging, 2018

Simulation and Synthesis in Medical Imaging.
IEEE Trans. Med. Imaging, 2018

Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge.
IEEE J. Biomedical and Health Informatics, 2018

Screening for Cognitive Impairment by Model-Assisted Cerebral Blood Flow Estimation.
IEEE Trans. Biomed. Engineering, 2018

Mixture of Probabilistic Principal Component Analyzers for Shapes from Point Sets.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Local volume fraction distributions of axons, astrocytes, and myelin in deep subcortical white matter.
NeuroImage, 2018

Group-wise similarity registration of point sets using Student's t-mixture model for statistical shape models.
Medical Image Analysis, 2018

Automatic initialization and quality control of large-scale cardiac MRI segmentations.
Medical Image Analysis, 2018

Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions.
CoRR, 2018

Multi-Input and Dataset-Invariant Adversarial Learning (MDAL) for Left and Right-Ventricular Coverage Estimation in Cardiac MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Multi-modal Synthesis of ASL-MRI Features with KPLS Regression on Heterogeneous Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Spatio-Temporal Atlas of Bone Mineral Density Ageing.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Precision Imaging - From Population Imaging Analytics to In-silico Clinical Trials.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017
Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT.
IEEE Trans. Med. Imaging, 2017

Multiresolution eXtended Free-Form Deformations (XFFD) for non-rigid registration with discontinuous transforms.
Medical Image Analysis, 2017

PATCH-IQ: A patch based learning framework for blind image quality assessment.
Inf. Sci., 2017

DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI.
CoRR, 2017

Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images using Weakly-Supervised Joint Convolutional Sparse Coding.
CoRR, 2017

Support for Taverna workflows in the VPH-Share cloud platform.
Computer Methods and Programs in Biomedicine, 2017

Semi-supervised Assessment of Incomplete LV Coverage in Cardiac MRI Using Generative Adversarial Nets.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2017

Region-Enhanced Joint Dictionary Learning for Cross-Modality Synthesis in Diffusion Tensor Imaging.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2017

Generalised Coherent Point Drift for Group-Wise Registration of Multi-dimensional Point Sets.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Information Theoretic Measurement of Blood Flow Complexity in Vessels and Aneurysms: Interlacing Complexity Index.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

CoronARe: A Coronary Artery Reconstruction Challenge.
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017

Multi-class Image Segmentation in Fluorescence Microscopy Using Polytrees.
Proceedings of the Information Processing in Medical Imaging, 2017

Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Integration of Multi-Plane Tissue Doppler and B-Mode Echocardiographic Images for Left Ventricular Motion Estimation.
IEEE Trans. Med. Imaging, 2016

An Algorithm for the Segmentation of Highly Abnormal Hearts Using a Generic Statistical Shape Model.
IEEE Trans. Med. Imaging, 2016

Editorial for the Special Issue on MICCAI 2015.
Medical Image Analysis, 2016

Statistically-driven 3D fiber reconstruction and denoising from multi-slice cardiac DTI using a Markov random field model.
Medical Image Analysis, 2016

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

Precision Imaging: more descriptive, predictive and integrative imaging.
Medical Image Analysis, 2016

Reconstruction of coronary arteries from X-ray angiography: A review.
Medical Image Analysis, 2016

A coupled 3D-1D numerical monodomain solver for cardiac electrical activation in the myocardium with detailed Purkinje network.
J. Comput. Physics, 2016

Nonparametric Quality Assessment of Natural Images.
IEEE MultiMedia, 2016

A multi-center milestone study of clinical vertebral CT segmentation.
Comp. Med. Imag. and Graph., 2016

Left-ventricular epi- and endocardium extraction from 3D ultrasound images using an automatically constructed 3D ASM.
CMBBE: Imaging & Visualization, 2016

Robust group-wise rigid registration of point sets using t-mixture model.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Reconstruction of coronary artery centrelines from X-ray rotational angiography using a probabilistic mixture model.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Automated Quality Assessment of Cardiac MR Images Using Convolutional Neural Networks.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2016

Tensor-Based Graph-Cut in Riemannian Metric Space and Its Application to Renal Artery Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Direct Estimation of Wall Shear Stress from Aneurysmal Morphology: A Statistical Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

A Multi-resolution T-Mixture Model Approach to Robust Group-Wise Alignment of Shapes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Geometry Regularized Joint Dictionary Learning for Cross-Modality Image Synthesis in Magnetic Resonance Imaging.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2016

Automatic Quality Control for Population Imaging: A Generic Unsupervised Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Reconstruction of Coronary Artery Centrelines from X-Ray Angiography Using a Mixture of Student's t-Distributions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Color object recognition via cross-domain learning on RGB-D images.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
Accurate Segmentation of Vertebral Bodies and Processes Using Statistical Shape Decomposition and Conditional Models.
IEEE Trans. Med. Imaging, 2015

A Predictive Model of Vertebral Trabecular Anisotropy From Ex Vivo Micro-CT.
IEEE Trans. Med. Imaging, 2015

Statistical Interspace Models (SIMs): Application to Robust 3D Spine Segmentation.
IEEE Trans. Med. Imaging, 2015

A Bayesian Approach to Sparse Model Selection in Statistical Shape Models.
SIAM J. Imaging Sciences, 2015

A framework for optimal kernel-based manifold embedding of medical image data.
Comp. Med. Imag. and Graph., 2015

Discontinuous nonrigid registration using extended free-form deformations.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Joint Clustering and Component Analysis of Spatio-Temporal Shape Patterns in Myocardial Infarction.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

Patient Metadata-Constrained Shape Models for Cardiac Image Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

Statistical Shape Modeling Using Partial Least Squares: Application to the Assessment of Myocardial Infarction.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

Electrophysiology Model for a Human Heart with Ischemic Scar and Realistic Purkinje Network.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

3D active shape models of human brain structures: application to patient-specific mesh generation.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Deep learning for automatic cell detection in wide-field microscopy zebrafish images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Multi-stage Biomarker Models for Progression Estimation in Alzheimer's Disease.
Proceedings of the Information Processing in Medical Imaging, 2015

Joint Clustering and Component Analysis of Correspondenceless Point Sets: Application to Cardiac Statistical Modeling.
Proceedings of the Information Processing in Medical Imaging, 2015

A non-parametric framework for no-reference image quality assessment.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Efficient Numerical Schemes for Computing Cardiac Electrical Activation over Realistic Purkinje Networks: Method and Verification.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015

Blind image quality assessment via a two-stage non-parametric framework.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Improved Myocardial Motion Estimation Combining Tissue Doppler and B-Mode Echocardiographic Images.
IEEE Trans. Med. Imaging, 2014

Statistical Personalization of Ventricular Fiber Orientation Using Shape Predictors.
IEEE Trans. Med. Imaging, 2014

Effect of Statistically Derived Fiber Models on the Estimation of Cardiac Electrical Activation.
IEEE Trans. Biomed. Engineering, 2014

Fast training procedure for Viola-Jones type object detectors using Laplacian clutter models.
Pattern Anal. Appl., 2014

Gaussian weak classifiers based on co-occurring Haar-like features for face detection.
Pattern Anal. Appl., 2014

A framework for the merging of pre-existing and correspondenceless 3D statistical shape models.
Medical Image Analysis, 2014

Topo-Geometric Filtration Scheme for Geometric Active Contours and Level Sets: Application to Cerebrovascular Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Reconstruction of Coronary Trees from 3DRA Using a 3D+t Statistical Cardiac Prior.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Reusability of Statistical Shape Models for the Segmentation of Severely Abnormal Hearts.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014

2D segmentation of intervertebral discs and its degree of degeneration from T2-weighted magnetic resonance images.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Three-Dimensional Deconvolution of Wide Field Microscopy with Sparse Priors: Application to Zebrafish Imagery.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Characterization and Modeling of the Peripheral Cardiac Conduction System.
IEEE Trans. Med. Imaging, 2013

A Virtual Coiling Technique for Image-Based Aneurysm Models by Dynamic Path Planning.
IEEE Trans. Med. Imaging, 2013

A High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT.
IEEE Trans. Med. Imaging, 2013

Guest Editorial Special Issue on Medical Imaging and Image Computing in Computational Physiology.
IEEE Trans. Med. Imaging, 2013

Interventional Endocardial Motion Estimation from Electroanatomical Mapping Data: Application to Scar Characterization.
IEEE Trans. Biomed. Engineering, 2013

FocusDET, A New Toolbox for SISCOM Analysis. Evaluation of the Registration Accuracy Using Monte Carlo Simulation.
Neuroinformatics, 2013

3D reconstruction of the lumbar vertebrae from anteroposterior and lateral dual-energy X-ray absorptiometry.
Medical Image Analysis, 2013

Benchmarking framework for myocardial tracking and deformation algorithms: An open access database.
Medical Image Analysis, 2013

Multiview diffeomorphic registration: Application to motion and strain estimation from 3D echocardiography.
Medical Image Analysis, 2013

Personalization of a cardiac electromechanical model using reduced order unscented Kalman filtering from regional volumes.
Medical Image Analysis, 2013

Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations.
Med. Biol. Engineering and Computing, 2013

Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models.
Med. Biol. Engineering and Computing, 2013

Performance assessment of isolation methods for geometrical cerebral aneurysm analysis.
Med. Biol. Engineering and Computing, 2013

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

Image based cardiac acceleration map using statistical shape and 3D+t myocardial tracking models; in-vitro study on heart phantom.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

Patient-Specific Manifold Embedding of Multispectral Images Using Kernel Combinations.
Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

Myocardial Motion Estimation Combining Tissue Doppler and B-mode Echocardiographic Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Fusing Correspondenceless 3D Point Distribution Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Personalized Modeling of Cardiac Electrophysiology Using Shape-Based Prediction of Fiber Orientation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

2012
An Experimental Evaluation of Three Classifiers for Use in Self-Updating Face Recognition Systems.
IEEE Trans. Information Forensics and Security, 2012

Cardiac motion estimation by joint alignment of tagged MRI sequences.
Medical Image Analysis, 2012

Fast virtual deployment of self-expandable stents: Method and in vitro evaluation for intracranial aneurysmal stenting.
Medical Image Analysis, 2012

Constrained manifold learning for the characterization of pathological deviations from normality.
Medical Image Analysis, 2012

Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography.
Medical Image Analysis, 2012

Automated landmarking and geometric characterization of the carotid siphon.
Medical Image Analysis, 2012

Full Multiresolution Active Shape Models.
Journal of Mathematical Imaging and Vision, 2012

AngioLab - A software tool for morphological analysis and endovascular treatment planning of intracranial aneurysms.
Computer Methods and Programs in Biomedicine, 2012

Quantitative Assessment of Estimation Approaches for Mining over Incomplete Data in Complex Biomedical Spaces: A Case Study on Cerebral Aneurysms.
Proceedings of the 6th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2012

Age-Related Changes in Vertebral Morphometry by Statistical Shape Analysis.
Proceedings of the Mesh Processing in Medical Image Analysis 2012, 2012

Automated Personalised Human Left Ventricular FE Models to Investigate Heart Failure Mechanics.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

Temporal Diffeomorphic Free Form Deformation to Quantify Changes Induced by Left and Right Bundle Branch Block and Pacing.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

An Atlas for Cardiac MRI Regional Wall Motion and Infarct Scoring.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

Inter-Point Procrustes: Identifying Regional and Large Differences in 3D Anatomical Shapes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Healthy and Scar Myocardial Tissue Classification in DE-MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

Unsupervised segmentation and personalised FE modelling of in vivo human myocardial mechanics based on an MRI atlas.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Endocardial motion estimation from electro-anatomical data.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Comparison of two techniques of endovascular coil modeling in cerebral aneurysms using CFD.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Femoral strength prediction using a 3D reconstruction method from Dual-energy X-ray Absorptiometry.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

SPM to the heart: Mapping of 4D continuous velocities for motion abnormality quantification.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

3D fusion of cine and late-enhanced cardiac magnetic resonance images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

3D reconstruction of intervertebral discs from T1-weighted magnetic resonance images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

3D reconstruction of coronary arteries from rotational X-ray angiography.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 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

Conical deformable model for myocardial segmentation in late-enhanced MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Effect of coil surface area on the hemodynamics of a patient-specific intracranial aneurysm: A computational study.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Session MP7a: Medical image analysis.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
Reconstructing the 3D Shape and Bone Mineral Density Distribution of the Proximal Femur From Dual-Energy X-Ray Absorptiometry.
IEEE Trans. Med. Imaging, 2011

Automatic Aneurysm Neck Detection Using Surface Voronoi Diagrams.
IEEE Trans. Med. Imaging, 2011

Construction of a Computational Anatomical Model of the Peripheral Cardiac Conduction System.
IEEE Trans. Biomed. Engineering, 2011

Fast Multiscale Modeling of Cardiac Electrophysiology Including Purkinje System.
IEEE Trans. Biomed. Engineering, 2011

Editorial: Special Issue on Multiscale Modeling and Analysis in Computational Biology and Medicine - Part-1.
IEEE Trans. Biomed. Engineering, 2011

Editorial: TBME Letters Special Issue on Multiscale Modeling and Analysis in Computational Biology and Medicine - Part-2.
IEEE Trans. Biomed. Engineering, 2011

Efficient 3D Geometric and Zernike Moments Computation from Unstructured Surface Meshes.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

A spatiotemporal statistical atlas of motion for the quantification of abnormal myocardial tissue velocities.
Medical Image Analysis, 2011

A Statistical Model of Shape and Bone Mineral Density Distribution of the Proximal Femur for Fracture Risk Assessment.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

A Multimodal Database for the 1 st Cardiac Motion Analysis Challenge.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Virtual Coiling of Intracranial Aneurysms Based on Dynamic Path Planning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Predictive Modeling of Cardiac Fiber Orientation Using the Knutsson Mapping.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Characterizing Pathological Deviations from Normality Using Constrained Manifold-Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Temporal Diffeomorphic Free Form Deformation (TDFFD) Applied to Motion and Deformation Quantification of Tagged MRI Sequences.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

3D Modeling of Coronary Artery Bifurcations from CTA and Conventional Coronary Angiography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Anatomical Labeling of the Anterior Circulation of the Circle of Willis Using Maximum a Posteriori Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Hip fracture discrimination using 3D reconstructions from Dual-energy X-ray Absorptiometry.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

In-vitro verification of CFD simulations for predicting flow in a stented aneurysm model.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Slice-Based Combination of Rest and Dobutamine-Stress Cardiac MRI Using a Statistical Motion Model to Identify Myocardial Infarction: Validation against Contrast-Enhanced MRI.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Towards High Resolution Computational Models of the Cardiac Conduction System: A Pipeline for Characterization of Purkinje-Ventricular-Junctions.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Cardiac Deformation from Electro-Anatomical Mapping Data: Application to Scar Characterization.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Multiview Diffeomorphic Registration for Motion and Strain Estimation from 3D Ultrasound Sequences.
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

Order Statistic Based Cardiac Boundary Detection in 3D+t Echocardiograms.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Prediction of Cerebral Aneurysm Rupture Using Hemodynamic, Morphologic and Clinical Features: A Data Mining Approach.
Proceedings of the Database and Expert Systems Applications, 2011

2010
@neurIST: Infrastructure for Advanced Disease Management Through Integration of Heterogeneous Data, Computing, and Complex Processing Services.
IEEE Trans. Information Technology in Biomedicine, 2010

Projective active shape models for pose-variant image analysis of quasi-planar objects: Application to facial analysis.
Pattern Recognition, 2010

Haar-like features with optimally weighted rectangles for rapid object detection.
Pattern Recognition, 2010

The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB).
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Multi-view face segmentation using fusion of statistical shape and appearance models.
Computer Vision and Image Understanding, 2010

Evaluation of an efficient GPU implementation of digitally reconstructed radiographs in 3D/2D image registration.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

3D bone mineral density distribution and shape reconstruction of the proximal femur from a single simulated DXA image: an in vitro study.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Sparse active shape models: influence of the interpolation kernel on segmentation accuracy and speed.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

A groupwise mutual information metric for cost efficient selection of a suitable reference in cardiac computational atlas construction.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Probabilistic-Driven Oriented Speckle Reducing Anisotropic Diffusion with Application to Cardiac Ultrasonic Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Automatic Cardiac MRI Segmentation Using a Biventricular Deformable Medial Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 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

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

Bilinear point distribution models for heart motion analysis.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

3D reconstruction of both shape and bone mineral density distribution of the femur from DXA images.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Spatial normalization of cardiac Diffusion Tensor Imaging for modeling the muscular structure of the myocardium.
Proceedings of the International Conference on Image Processing, 2010

Fast 3D centerline computation for tubular structures by front collapsing and fast marching.
Proceedings of the International Conference on Image Processing, 2010

Towards negotiable SLA-based QoS support for biomedical data services.
Proceedings of the 2010 11th IEEE/ACM International Conference on Grid Computing, 2010

Archetype-based semantic mediation: Incremental provisioning of data services.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2009
Morphodynamic Analysis of Cerebral Aneurysm Pulsation From Time-Resolved Rotational Angiography.
IEEE Trans. Med. Imaging, 2009

Automated Detection of Regional Wall Motion Abnormalities Based on a Statistical Model Applied to Multislice Short-Axis Cardiac MR Images.
IEEE Trans. Med. Imaging, 2009

Similarity-based Fisherfaces.
Pattern Recognition Letters, 2009

3D Edge Detection by Selection of Level Surface Patches.
Journal of Mathematical Imaging and Vision, 2009

Bilinear Models for Spatio-Temporal Point Distribution Analysis.
International Journal of Computer Vision, 2009

The Role of Computational Fluid Dynamics in the Management of Unruptured Intracranial Aneurysms: A Clinicians' View.
Comp. Int. and Neurosc., 2009

Non-stationary diffeomorphic registration: application to endo-vascular treatment monitoring.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Estimating Continuous 4D Wall Motion of Cerebral Aneurysms from 3D Rotational Angiography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Septal Flash Assessment on CRT Candidates Based on Statistical Atlases of Motion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

An Integrative Approach to Cerebrovascular Disease Healthcare: IT for Cerebral Aneurysms.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Ventricular Wall Thickness Analysis in Acute Myocardial Infarction and Hypertrophic Cardiomyopathy.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Hemodynamic Alterations of a Patient-Specific Intracranial Aneurysm Induced by Virtual Deployment of Stents in Various Axial Orientation.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Reproducibility of Image-Based Computational Hemodynamics in Intracranial Aneurysms: Comparison of CTA and 3DRA.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Automatic Assessment of Eye Blinking Patterns through Statistical Shape Models.
Proceedings of the Computer Vision Systems, 2009

A Confidence-Based Update Rule for Self-updating Human Face Recognition Systems.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

The Purkinje System and Cardiac Geometry: Assessing Their Influence on the Paced Heart.
Proceedings of the Functional Imaging and Modeling of the Heart, 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

A Rapidly Trainable and Global Illumination Invariant Object Detection System.
Proceedings of the Progress in Pattern Recognition, 2009

Gaussian Weak Classifiers Based on Haar-Like Features with Four Rectangles for Real-time Face Detection.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
Automatic Construction of 3D-ASM Intensity Models by Simulating Image Acquisition: Application to Myocardial Gated SPECT Studies.
IEEE Trans. Med. Imaging, 2008

Reliability Estimation for Statistical Shape Models.
IEEE Trans. Image Processing, 2008

Image intensity standardization in 3D rotational angiography and its application to vascular segmentation.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Modeling the influence of the VV delay for CRT on the electrical activation patterns in absence of conduction through the AV node.
Proceedings of the Medical Imaging 2008: Visualization, 2008

Cardiac Medial Modeling and Time-Course Heart Wall Thickness Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Fast Virtual Stenting with Deformable Meshes: Application to Intracranial Aneurysms.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Towards Regional Elastography of Intracranial Aneurysms.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Coil compaction and aneurysm growth: image-based quantification using non-rigid registration.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

Branching medial models for cardiac shape representation.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008


@neurIST - Chronic Disease Management through Integration of Heterogeneous Data and Computer-interpretable Guideline Services.
Proceedings of the Global Healthgrid: e-Science Meets Biomedical Informatics, 2008

@neurIST - Towards a System Architecture for Advanced Disease Management through Integration of Heterogeneous Data, Computing, and Complex Processing Services.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007
Morphological Characterization of Intracranial Aneurysms Using 3-D Moment Invariants.
IEEE Trans. Med. Imaging, 2007

Active Shape Models with Invariant Optimal Features: Application to Facial Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Non-parametric geodesic active regions: Method and evaluation for cerebral aneurysms segmentation in 3DRA and CTA.
Medical Image Analysis, 2007

Efficient computational fluid dynamics mesh generation by image registration.
Medical Image Analysis, 2007

Understanding Cerebral Aneurysms - The @neurIST Project.
ERCIM News, 2007

Sparse Statistical Deformation Model for the Analysis of Craniofacial Malformations in the Crouzon Mouse.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Craniofacial statistical deformation models of wild-type mice and Crouzon mice.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

A Point-Wise Quantification of Asymmetry Using Deformation Fields: Application to the Study of the Crouzon Mouse Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Multiview Registration of Cardiac Tagging Mri Images.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Estimation of Independent Non-Linear Deformation Modes for Analysis of Craniofacial Malformations in Crouzon Mice.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Bilinear Models for Spatio-Temporal Point Distribution Analysis: Application to Extrapolation of Whole Heart Cardiac Dynamics.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Exploring Reliability for Automatic Identity Verification with Statistical Shape Models.
Proceedings of the 2007 IEEE Workshop on Automatic Identification Advanced Technologies, 2007

2006
A Framework for Weighted Fusion of Multiple Statistical Models of Shape and Appearance.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Editorial.
Medical Image Analysis, 2006

SPASM: A 3D-ASM for segmentation of sparse and arbitrarily oriented cardiac MRI data.
Medical Image Analysis, 2006

Cardiac motion estimation by using high-dimensional features and K-means clustering method.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

CFD Analysis Incorporating the Influence of Wall Motion: Application to Intracranial Aneurysms.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Complex wavelets for registration of tagged MRI sequences.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Efficient reconstruction of cardiac LV surfaces using a 3D sparse ASM.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Outlook for Grid Service technologies within the @neurIST eHealth environment.
Proceedings of the Challenges and Opportunities of HealthGrids, 2006

Automatic Pose Correction for Local Feature-Based Face Authentication.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

3D Active Shape and Appearance Models in Cardiac Image Analysis.
Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006

2005
Vascular Imaging.
IEEE Trans. Med. Imaging, 2005

Efficient pipeline for image-based patient-specific analysis of cerebral aneurysm hemodynamics: technique and sensitivity.
IEEE Trans. Med. Imaging, 2005

KPCA Plus LDA: A Complete Kernel Fisher Discriminant Framework for Feature Extraction and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Assessment of artery dilation by using image registration based on spatial features.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Characterization of cerebral aneurysms using 3D moment invariants.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Brain aneurysm segmentation in CTA and 3DRA using geodesic active regions based on second order prototype features and nonparametric density estimation.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Myocardial Motion Estimation in Tagged MR Sequences by Using alphaMI-Based Non Rigid Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Automatic Prediction of Myocardial Contractility Improvement in Stress MRI Using Shape Morphometrics with Independent Component Analysis.
Proceedings of the Information Processing in Medical Imaging, 2005

Lip Reading for Robust Speech Recognition on Embedded Devices.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Parametric Optimization of a Model-Based Segmentation Algorithm for Cardiac MR Image Analysis: A Grid-Computing Approach.
Proceedings of the From Grid to Healthgrid, 2005

SPASM: Segmentation of Sparse and Arbitrarily Oriented Cardiac MRI Data Using a 3D-ASM.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005

Statistical Modeling and Segmentation in Cardiac MRI Using a Grid Computing Approach.
Proceedings of the Advances in Grid Computing, 2005

Active Shape Models with Invariant Optimal Features (IOF-ASMs).
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

2004
Essence of kernel Fisher discriminant: KPCA plus LDA.
Pattern Recognition, 2004

Two-Dimensional PCA: A New Approach to Appearance-Based Face Representation and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

A new kernel Fisher discriminant algorithm with application to face recognition.
Neurocomputing, 2004

Detecting Regional Abnormal Cardiac Contraction in Short-Axis MR Images Using Independent Component Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Geodesic Active Regions Using Non-parametric Statistical Regional Description and Their Application to Aneurysm Segmentation from CTA.
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004

AV@CAR: A Spanish Multichannel Multimodal Corpus for In-Vehicle Automatic Audio-Visual Speech Recognition.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

Grid-Enabled Automatic Construction of A Two-Chamber Cardiac PDM from a Large Database of Dynamic 3D Shapes.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Extraction of Myocardial Contractility Patterns from Short-Axes MR Images Using Independent Component Analysis.
Proceedings of the Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, 2004

2003
Automatic Construction of 3D Statistical Deformation Models of the Brain using Non-Rigid Registration.
IEEE Trans. Med. Imaging, 2003

A registration-based approach to quantify Flow-Mediated Dilation (FMD) of the brachial artery in ultrasound image sequences.
IEEE Trans. Med. Imaging, 2003

Combined Fisherfaces framework.
Image Vision Comput., 2003

Uncorrelated Projection Discriminant Analysis And Its Application To Face Image Feature Extraction.
IJPRAI, 2003

Independent component analysis in statistical shape models.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Pre-clinical evaluation of implicit deformable models for three-dimensional segmentation of brain aneurysms from CTA images.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

ICA vs. PCA Active Appearance Models: Application to Cardiac MR Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Three-Dimensional Segmentation of Brain Aneurysms in CTA Using Non-parametric Region-Based Information and Implicit Deformable Models: Method and Evaluation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Low resource lip finding and tracking algorithm for embedded devices.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Automatic Construction of Biventricular Statistical Shape Models.
Proceedings of the Functional Imaging and Modeling of the Heart, 2003

Low resource lip finding and tracking algorithm for embedded devices.
Proceedings of the AVSP 2003, 2003

2002
Active Shape Model Segmentation with Optimal Features.
IEEE Trans. Med. Imaging, 2002

Automatic Construction of Multiple-object Three-dimensional Statistical Shape Models: Application to Cardiac Modelling.
IEEE Trans. Med. Imaging, 2002

Propagation of Measurement Noise through Backprojection Reconstruction in Electrical Impedance Tomography.
IEEE Trans. Med. Imaging, 2002

Three-dimensional Cardiovascular Image Analysis.
IEEE Trans. Med. Imaging, 2002

Model-based segmentation of cardiac and vascular images.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Automatic Construction of 3D Statistical Deformation Models: Application to Patients with Schizophrenia.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002

2001
Three-Dimensional Modeling for Functional Analysis of Cardiac Images: A Review.
IEEE Trans. Med. Imaging, 2001

Bone tumor segmentation from MR perfusion images with neural networks using multi-scale pharmacokinetic features.
Image Vision Comput., 2001

Automatic Construction of 3D Statistical Deformation Models Using Non-rigid Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Automatic 3D ASM Construction via Atlas-Based Landmarking and Volumetric Elastic Registration.
Proceedings of the Information Processing in Medical Imaging, 2001

2000
Guide Wire Tracking During Endovascular Interventions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000

Segmentation of Bone Tumor in MR Perfusion Images Using Neural Networks and Multiscale Pharmacokinetic Features.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Model-Based Quantitation of 3D Magnetic Resonance Angiographic Images.
IEEE Trans. Med. Imaging, 1999

Quantitation of Vessel Morphology from 3D MRA.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

1998
Muliscale Vessel Enhancement Filtering.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998


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