Alejandro F. Frangi

Orcid: 0000-0002-2675-528X

According to our database1, Alejandro F. Frangi authored at least 392 papers between 1998 and 2024.

Collaborative distances:

Awards

IEEE Fellow

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

Timeline

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Bibliography

2024
Simultaneous Hip Implant Segmentation and Gruen Landmarks Detection.
IEEE J. Biomed. Health Informatics, January, 2024

Joint magnetic resonance imaging artifacts and noise reduction on discrete shape space of images.
Pattern Recognit., 2024

Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology.
Nat. Mac. Intell., 2024

Predicting risk of cardiovascular disease using retinal OCT imaging.
CoRR, 2024

An End-to-End Deep Learning Generative Framework for Refinable Shape Matching and Generation.
CoRR, 2024

GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation.
CoRR, 2024

Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive Learning.
CoRR, 2024

Compressed sensing using a deep adaptive perceptual generative adversarial network for MRI reconstruction from undersampled K-space data.
Biomed. Signal Process. Control., 2024

Vector-Aware Anisotropic Gauge Equivariant Mesh Convolution Network for 3D Aneurysm Detection.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

2023
A generalised deep meta-learning model for automated quality control of cardiovascular magnetic resonance images.
Comput. Methods Programs Biomed., December, 2023

Fully Automatic initialization and segmentation of left and right ventricles for large-scale cardiac MRI using a deeply supervised network and 3D-ASM.
Comput. Methods Programs Biomed., October, 2023

From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee.
IEEE Signal Process. Mag., June, 2023

Toxicity Prediction in Pelvic Radiotherapy Using Multiple Instance Learning and Cascaded Attention Layers.
IEEE J. Biomed. Health Informatics, April, 2023

High-throughput 3DRA segmentation of brain vasculature and aneurysms using deep learning.
Comput. Methods Programs Biomed., March, 2023

Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network.
IEEE Trans. Medical Imaging, February, 2023

Guest Editorial Special Issue on Geometric Deep Learning in Medical Imaging.
IEEE Trans. Medical Imaging, February, 2023

Editorial: Insights in AI: Medicine and public health 2022.
Frontiers Artif. Intell., February, 2023

Boosting Personalized Musculoskeletal Modeling With Physics-Informed Knowledge Transfer.
IEEE Trans. Instrum. Meas., 2023

Hercules: Deep Hierarchical Attentive Multilevel Fusion Model With Uncertainty Quantification for Medical Image Classification.
IEEE Trans. Ind. Informatics, 2023

DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame.
Medical Image Anal., 2023

RecON: Online learning for sensorless freehand 3D ultrasound reconstruction.
Medical Image Anal., 2023

Virtual high-resolution MR angiography from non-angiographic multi-contrast MRIs: synthetic vascular model populations for in-silico trials.
Medical Image Anal., 2023

Multi-view Hybrid Graph Convolutional Network for Volume-to-mesh Reconstruction in Cardiovascular MRI.
CoRR, 2023

Radiology Report Generation Using Transformers Conditioned with Non-imaging Data.
CoRR, 2023

Beyond Images: An Integrative Multi-modal Approach to Chest X-Ray Report Generation.
CoRR, 2023

FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare.
CoRR, 2023

Learned Local Attention Maps for Synthesising Vessel Segmentations.
CoRR, 2023

Unsupervised ensemble-based phenotyping helps enhance the discoverability of genes related to heart morphology.
CoRR, 2023

Learning disentangled representations for explainable chest x-ray classification using Dirichlet VAEs.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

A Geometric Deep Learning Framework for Generation of Virtual Left Ventricles as Graphs.
Proceedings of the Medical Imaging with Deep Learning, 2023

Adaptive Semi-supervised Segmentation of Brain Vessels with Ambiguous Labels.
Proceedings of the Data Augmentation, Labelling, and Imperfections - Third MICCAI Workshop, 2023

A Conditional Flow Variational Autoencoder for Controllable Synthesis of Virtual Populations of Anatomy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

GSMorph: Gradient Surgery for Cine-MRI Cardiac Deformable Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Shape-Guided Conditional Latent Diffusion Models for Synthesising Brain Vasculature.
Proceedings of the Deep Generative Models - Third MICCAI Workshop, 2023

Learned Local Attention Maps for Synthesising Vessel Segmentations from T2 MRI.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023

Deep learning with visual explanation for radiotherapy-induced toxicity prediction.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

Deep Physics-Informed Super-Resolution of Cardiac 4D-Flow MRI.
Proceedings of the Information Processing in Medical Imaging, 2023

Simultaneous Super-Resolution and Denoising on MRI via Conditional Stochastic Normalizing Flow.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Parkinson's Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data.
IEEE Trans. Neural Networks Learn. Syst., 2022

Guest Editorial Generative Adversarial Networks in Biomedical Image Computing.
IEEE J. Biomed. Health Informatics, 2022

Author Correction: Development and clinical deployment of a smartphone-based visual field deep learning system for glaucoma detection.
npj Digit. Medicine, 2022

Predicting myocardial infarction through retinal scans and minimal personal information.
Nat. Mach. Intell., 2022

IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography.
Medical Image Anal., 2022

A probabilistic deep motion model for unsupervised cardiac shape anomaly assessment.
Medical Image Anal., 2022

Learning to complete incomplete hearts for population analysis of cardiac MR images.
Medical Image Anal., 2022

Automatic 3D+t four-chamber CMR quantification of the UK biobank: integrating imaging and non-imaging data priors at scale.
Medical Image Anal., 2022

Three-dimensional micro-structurally informed in silico myocardium - Towards virtual imaging trials in cardiac diffusion weighted MRI.
Medical Image Anal., 2022

Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images.
CoRR, 2022

A Generative Shape Compositional Framework: Towards Representative Populations of Virtual Heart Chimaeras.
CoRR, 2022

Dynamic feature learning for COVID-19 segmentation and classification.
Comput. Biol. Medicine, 2022

MICaps: Multi-instance capsule network for machine inspection of Munro's microabscess.
Comput. Biol. Medicine, 2022

Predicting Myocardial Infarction Using Retinal OCT Imaging.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

A Generative Framework for Predicting Myocardial Strain from Cine-Cardiac Magnetic Resonance Imaging.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

Agent with Tangent-Based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Pancreatic Image Augmentation Based on Local Region Texture Synthesis for Tumor Segmentation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021
Automatic segmentation of left and right ventricles in cardiac MRI using 3D-ASM and deep learning.
Signal Process. Image Commun., 2021

Origami: Single-cell 3D shape dynamics oriented along the apico-basal axis of folding epithelia from fluorescence microscopy data.
PLoS Comput. Biol., 2021

Analysis of Deep Neural Networks for Detection of Coronary Artery Stenosis.
Program. Comput. Softw., 2021

Contrastive rendering with semi-supervised learning for ovary and follicle segmentation from 3D ultrasound.
Medical Image Anal., 2021

Recovering from missing data in population imaging - Cardiac MR image imputation via conditional generative adversarial nets.
Medical Image Anal., 2021

Super-Resolution of Cardiac MR Cine Imaging using Conditional GANs and Unsupervised Transfer Learning.
Medical Image Anal., 2021

Graph convolution network with similarity awareness and adaptive calibration for disease-induced deterioration prediction.
Medical Image Anal., 2021

CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging.
Medical Image Anal., 2021

Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis.
Medical Image Anal., 2021

Dual attention enhancement feature fusion network for segmentation and quantitative analysis of paediatric echocardiography.
Medical Image Anal., 2021

Shape registration with learned deformations for 3D shape reconstruction from sparse and incomplete point clouds.
Medical Image Anal., 2021

The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB).
CoRR, 2021

AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo.
CoRR, 2021

CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning.
CoRR, 2021

Medical imaging and computational image analysis in COVID-19 diagnosis: A review.
Comput. Biol. Medicine, 2021

Intrinsic layer based automatic specular reflection detection in endoscopic images.
Comput. Biol. Medicine, 2021

An automatic framework for endoscopic image restoration and enhancement.
Appl. Intell., 2021

Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Style Curriculum Learning for Robust Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Flip Learning: Erase to Segment.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-modal Glioma Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

A Deep Discontinuity-Preserving Image Registration Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Image-Derived Phenotype Extraction for Genetic Discovery via Unsupervised Deep Learning in CMR Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

The Pitfalls of Using Open Data to Develop Deep Learning Solutions for COVID-19 Detection in Chest X-Rays.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Generalize Ultrasound Image Segmentation Via Instant And Plug & Play Style Transfer.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
A Spatio-Temporal Ageing Atlas of the Proximal Femur.
IEEE Trans. Medical Imaging, 2020

Radiomics-Based Assessment of Primary Sjögren's Syndrome From Salivary Gland Ultrasonography Images.
IEEE J. Biomed. Health Informatics, 2020

Autonomous Tissue Retraction in Robotic Assisted Minimally Invasive Surgery - A Feasibility Study.
IEEE Robotics Autom. Lett., 2020

Development and clinical deployment of a smartphone-based visual field deep learning system for glaucoma detection.
npj Digit. Medicine, 2020

Tensor-cut: A tensor-based graph-cut blood vessel segmentation method and its application to renal artery segmentation.
Medical Image Anal., 2020

Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease.
Medical Image Anal., 2020

Groupwise registration with global-local graph shrinkage in atlas construction.
Medical Image Anal., 2020

Fed-Sim: Federated Simulation for Medical Imaging.
CoRR, 2020

Partially Conditioned Generative Adversarial Networks.
CoRR, 2020

AIDAN: An Attention-Guided Dual-Path Network for Pediatric Echocardiography Segmentation.
IEEE Access, 2020

Integrating Similarity Awareness and Adaptive Calibration in Graph Convolution Network to Predict Disease.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Contrastive Rendering for Ultrasound Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Federated Simulation for Medical Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Self-weighted Multi-task Learning for Subjective Cognitive Decline Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019
Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment.
IEEE Trans. Medical Imaging, 2019

Patch-Based Adaptive Background Subtraction for Vascular Enhancement in X-Ray Cineangiograms.
IEEE J. Biomed. Health Informatics, 2019

Bayesian Polytrees With Learned Deep Features for Multi-Class Cell Segmentation.
IEEE Trans. Image Process., 2019

Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging With Fisher-Discriminative 3-D CNN.
IEEE Trans. Biomed. Eng., 2019

Special issue on MICCAI 2018.
Medical Image Anal., 2019

Generalised coherent point drift for group-wise multi-dimensional analysis of diffusion brain MRI data.
Medical Image Anal., 2019

Quantitative CMR population imaging on 20, 000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation.
Medical Image Anal., 2019

IJCARS-MICCAI 2018 special issue.
Int. J. Comput. Assist. Radiol. Surg., 2019

Intracranial Aneurysm Detection from 3D Vascular Mesh Models with Ensemble Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Tubular Structure Segmentation Using Spatial Fully Connected Network with Radial Distance Loss for 3D Medical Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Optimal Experimental Design for Biophysical Modelling in Multidimensional Diffusion MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Predicting Plausible Human Purkinje Network Morphology from Simulations.
Proceedings of the 46th Computing in Cardiology, 2019

Aneurysm Identification in Cerebral Models with Multiview Convolutional Neural Network.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019

Simultaneous Super-Resolution and Cross-Modality Synthesis in Magnetic Resonance Imaging.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019

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

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

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

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

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

Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNN.
CoRR, 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

Pelvis Segmentation Using Multi-pass U-Net and Iterative Shape Estimation.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2018

Mixed-Model Noise Removal in 3D MRI via Rotation-and-Scale Invariant Non-Local Means.
Proceedings of the Processing and Analysis of Biomedical Information, 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

High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

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

MULTI-X, a State-of-the-Art Cloud-Based Ecosystem for Biomedical Research.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

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

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

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

Support for Taverna workflows in the VPH-Share cloud platform.
Comput. Methods Programs Biomed., 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. Medical Imaging, 2016

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

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

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

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

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

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

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

Nonparametric Quality Assessment of Natural Images.
IEEE Multim., 2016

A multi-center milestone study of clinical vertebral CT segmentation.
Comput. Medical Imaging Graph., 2016

Left-ventricular epi- and endocardium extraction from 3D ultrasound images using an automatically constructed 3D ASM.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 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

Automatic construction of patient-specific finite-element mesh of the spine from IVDs and vertebra segmentations.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 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. Medical Imaging, 2015

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

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

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

A framework for optimal kernel-based manifold embedding of medical image data.
Comput. Medical Imaging 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. Medical Imaging, 2014

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

Effect of Statistically Derived Fiber Models on the Estimation of Cardiac Electrical Activation.
IEEE Trans. Biomed. Eng., 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 Anal., 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
Anatomical Labeling of the Circle of Willis Using Maximum A Posteriori Probability Estimation.
IEEE Trans. Medical Imaging, September, 2013

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

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

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

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

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

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

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

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

Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations.
Medical Biol. Eng. Comput., 2013

Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models.
Medical Biol. Eng. Comput., 2013

Performance assessment of isolation methods for geometrical cerebral aneurysm analysis.
Medical Biol. Eng. Comput., 2013

RADStation3G: A platform for cardiovascular image analysis integrating PACS, 3D+t visualization and grid computing.
Comput. Methods Programs Biomed., 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

Multichannel Foetal Heartbeat Detection by Combining Source Cancellation with Expectation-weighted Estimationof Fiducial Points.
Proceedings of the Computing in Cardiology, 2013

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

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

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

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

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

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

Full Multiresolution Active Shape Models.
J. Math. Imaging Vis., 2012

AngioLab - A software tool for morphological analysis and endovascular treatment planning of intracranial aneurysms.
Comput. Methods Programs Biomed., 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. Medical Imaging, 2011

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

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

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

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

Editorial: TBME Letters Special Issue on Multiscale Modeling and Analysis in Computational Biology and Medicine - Part-2.
IEEE Trans. Biomed. Eng., 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 Anal., 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. Inf. Technol. Biomed., 2010

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

Haar-like features with optimally weighted rectangles for rapid object detection.
Pattern Recognit., 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.
Comput. Vis. Image Underst., 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. Medical Imaging, 2009

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

Similarity-based Fisherfaces.
Pattern Recognit. Lett., 2009

3D Edge Detection by Selection of Level Surface Patches.
J. Math. Imaging Vis., 2009

Bilinear Models for Spatio-Temporal Point Distribution Analysis.
Int. J. Comput. Vis., 2009

The Role of Computational Fluid Dynamics in the Management of Unruptured Intracranial Aneurysms: A Clinicians' View.
Comput. Intell. Neurosci., 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. Medical Imaging, 2008

Reliability Estimation for Statistical Shape Models.
IEEE Trans. Image Process., 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. Medical 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 Anal., 2007

Efficient computational fluid dynamics mesh generation by image registration.
Medical Image Anal., 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 Anal., 2006

SPASM: A 3D-ASM for segmentation of sparse and arbitrarily oriented cardiac MRI data.
Medical Image Anal., 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. Medical Imaging, 2005

Efficient pipeline for image-based patient-specific analysis of cerebral aneurysm hemodynamics: technique and sensitivity.
IEEE Trans. Medical 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 <i>alpha</i>MI-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 Recognit., 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. Medical Imaging, 2003

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

Combined Fisherfaces framework.
Image Vis. Comput., 2003

Uncorrelated Projection Discriminant Analysis And Its Application To Face Image Feature Extraction.
Int. J. Pattern Recognit. Artif. Intell., 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

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

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

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

Three-dimensional Cardiovascular Image Analysis.
IEEE Trans. Medical 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. Medical Imaging, 2001

Bone tumor segmentation from MR perfusion images with neural networks using multi-scale pharmacokinetic features.
Image Vis. 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. Medical 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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