Publications
Computational Medicine
2023
2023. Deep Physics-Informed Super-Resolution of Cardiac 4D-Flow MRI. Information Processing in Medical Imaging (IPMI 2023) 
2023. Hercules: Deep Hierarchical Attentive Multilevel Fusion Model With Uncertainty Quantification for Medical Image Classification. IEEE Transactions on Industrial Informatics. 274-285 19.1 
2023. Mitosis domain generalization in histopathology images — The MIDOG challenge. Medical Image Analysis. 84
2023. An Automated Method for Artifical Intelligence Assisted Diagnosis of Active Aortitis Using Radiomic Analysis of FDG PET-CT Images. Biomolecules. 13.2
2023. Toxicity Prediction in Pelvic Radiotherapy Using Multiple Instance Learning and Cascaded Attention Layers. IEEE Journal of Biomedical and Health Informatics.
2023. Guest Editorial Special Issue on Geometric Deep Learning in Medical Imaging. IEEE Transactions on Medical Imaging. 332-335 42.2
2023. Contribution of Shape Features to Intradiscal Pressure and Facets Contact Pressure in L4/L5 FSUs: An In-Silico Study. Annals of Biomedical Engineering. 174-188 51.1
2023. Correction: Contribution of Shape Features to Intradiscal Pressure and Facets Contact Pressure in L4/L5 FSUs: An In-Silico Study. Annals of Biomedical Engineering. 642-642 51.3
2023. High-Throughput 3DRA Segmentation of Brain Vasculature and Aneurysms using Deep Learning. Computer Methods and Programs in Biomedicine.
2023. Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network. IEEE Transactions on Medical Imaging. 354-367 42.2
2023. Deep segmentation of OCTA for evaluation and association of changes of retinal microvasculature with Alzheimer’s disease and mild cognitive impairment. British Journal of Ophthalmology.
2023. DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame. Medical Image Analysis. 102678-102678 83
2022
2022. Preface AIIIMA 2022.
2022. Predicting Myocardial Infarction Using Retinal OCT Imaging. In: Medical Image Understanding and Analysis.
2022. Image imputation in cardiac MRI and quality assessment. In: Biomedical Image Synthesis and Simulation.
2022. Assessing Domain Adaptation Techniques for Mitosis Detection in Multi-scanner Breast Cancer Histopathology Images. MICCAI 2021
2022. A Generative Framework for Predicting Myocardial Strain from Cine-Cardiac Magnetic Resonance Imaging.
2022. Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework.
2022. Epistemic Uncertainty-Weighted Loss for Visual Bias Mitigation. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
2022. Pancreatic Image Augmentation Based on Local Region Texture Synthesis for Tumor Segmentation.
2022. Agent with Tangent-Based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound.
2022. Deep Learning for Radiotherapy Outcome Prediction Using Dose Data – A Review. Clinical Oncology. e87-e96 34.2
2022. Predicting myocardial infarction through retinal scans and minimal personal information. Nature Machine Intelligence. 55-61 4
2022. Quantitating
Age‐Related BMD
Textural Variation from
DXA Region‐Free‐Analysis
: A Study of Hip Fracture Prediction in Three Cohorts. Journal of Bone and Mineral Research. 1679-1688 37.9
2022. Utility of pre-treatment FDG PET/CT-derived machine learning models for outcome prediction in classical Hodgkin lymphoma. European Radiology. 7237-7247 32.10
2022. Discovery of Pre-Treatment FDG PET/CT-Derived Radiomics-Based Models for Predicting Outcome in Diffuse Large B-Cell Lymphoma. Cancers. 14.7
2022. Guest Editorial Generative Adversarial Networks in Biomedical Image Computing. IEEE Journal of Biomedical and Health Informatics. 4-6 26.1
2022. The Pitfalls of Using Open Data to Develop Deep Learning Solutions for COVID-19 Detection in Chest X-Rays. MEDINFO 2021: One World, One Health – Global Partnership for Digital Innovation. 679-683 290
2022. Parkinson's Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data. IEEE Transactions on Neural Networks and Learning Systems. 3357-3371 33.8
2022. Three-dimensional micro-structurally informed in silico myocardium—Towards virtual imaging trials in cardiac diffusion weighted MRI. Medical Image Analysis. 102592-102592 82
2022. Author Correction: Development and clinical deployment of a smartphone-based visual field deep learning system for glaucoma detection. npj Digital Medicine. 5
2022. CMAFGAN: A Cross-Modal Attention Fusion based Generative Adversarial Network for attribute word-to-face synthesis. Knowledge-Based Systems. 109750-109750 255
2022. DualG-GAN, a Dual-channel Generator based Generative Adversarial Network for text-to-face synthesis. Neural Networks. 155-167 155
2022. Guest Editorial Special Section on Surgical Vision, Navigation, and Robotics. IEEE Transactions on Medical Robotics and Bionics. 2-4 4.1
2022. MICaps: Multi-instance capsule network for machine inspection of Munro's microabscess. Computers in Biology and Medicine. 105071-105071 140
2022. An Open Access Chamber Designed for the Acoustic Characterisation of Microbubbles. Applied Sciences. 12.4
2022. Automatic 3D+t four-chamber CMR quantification of the UK biobank: integrating imaging and non-imaging data priors at scale. Medical Image Analysis. 80
2022. Learning to complete incomplete hearts for population analysis of cardiac MR images. Medical Image Analysis. 77
2022. A probabilistic deep motion model for unsupervised cardiac shape anomaly assessment. Medical Image Analysis. 75
2022. Boosting Personalised Musculoskeletal Modelling with Physics-informed Knowledge Transfer. IEEE Transactions on Instrumentation and Measurement. 72
2022. Physics-informed Deep Learning for Musculoskeletal Modelling: Predicting Muscle Forces and Joint Kinematics from Surface EMG. IEEE Transactions on Neural Systems and Rehabilitation Engineering.
2022. Dynamic feature learning for COVID-19 segmentation and classification. Computers in Biology and Medicine. 150
2022. IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography. Medical Image Analysis. 102648-102648 82
2022. Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge. Medical Image Analysis. 81
2022. How does spine segment shape affect intradiscal and facets contact pressure? An in-silico study.
2022. Joint segmentation and discontinuity-preserving deformable registration:
Application to cardiac cine-MR images.
2022. Three-dimensional micro-structurally informed in silico myocardium --
towards virtual imaging trials in cardiac diffusion weighted MRI.
2022. In‐silico calibration of intracranial aneurysm thrombosis models based on clinical data.
2021
2021. Image-Derived Phenotype Extraction for Genetic Discovery via Unsupervised Deep Learning in CMR Images. MICCAI 2021
2021. A Deep Discontinuity-Preserving Image Registration Network. Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
2021. Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-modal Glioma Segmentation.
2021. Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound. 12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021
2021. Flip Learning: Erase to Segment. Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
2021. Generalize Ultrasound Image Segmentation Via Instant And Plug & Play Style Transfer. 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)
2021. Style Curriculum Learning for Robust Medical Image Segmentation. MICCAI 2021
2021. Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction.
2021. Research Data for "In-silico trial of intracranial flow diverters replicates and expands insights from conventional clinical trials".
2021. A fast boundary-finite element approach for estimating anchor losses in Micro-Electro-Mechanical System resonators. Applied Mathematical Modelling. 741-753 97
2021. Intrinsic layer based automatic specular reflection detection in endoscopic images. Computers in Biology and Medicine. 104106-104106 128
2021. A Comparative Study of Spatio-Temporal U-Nets for Tissue Segmentation in Surgical Robotics. IEEE Transactions on Medical Robotics and Bionics. 53-63 3.1
2021. Deep learning in medical image registration. Progress in Biomedical Engineering. 3
2021. Shape registration with learned deformations for 3D shape reconstruction from sparse and incomplete point clouds. Medical Image Analysis. 74
2021. Analysis of Deep Neural Networks for Detection of Coronary Artery Stenosis. Programming and Computer Software. 153-160 47.3
2021. Real-time coronary artery stenosis detection based on modern neural networks. Scientific Reports. 11
2021. MULTIVARIATE FUNCTIONAL PARTIAL LEAST SQUARES FOR CLASSIFICATION USING LONGIT UDINAL DATA. Theoretical Biology Forum. 75-88 114.1
2021. MULTIVARIATE FUNCTIONAL PARTIAL LEAST SQUARES FOR CLASSIFICATION USING LONGITUDINAL DATA. THEORETICAL BIOLOGY FORUM. 75-88 114.1
2021. Baseline PET/CT imaging parameters for prediction of treatment outcome in Hodgkin and diffuse large B cell lymphoma: a systematic review. European Journal of Nuclear Medicine and Molecular Imaging. 3198-3220 48.10
2021. PMS-GAN: Parallel Multi-Stream Generative Adversarial Network for Multi-Material Decomposition in Spectral Computed Tomography. IEEE Transactions on Medical Imaging. 571-584 40.2
2021. Dual attention enhancement feature fusion network for segmentation and quantitative analysis of paediatric echocardiography. Medical Image Analysis. 71
2021. Automatic segmentation of left and right ventricles in cardiac MRI using 3D-ASM and deep learning. Signal Processing: Image Communication. 96
2021. Long term and robust 6DoF motion tracking for highly dynamic stereo endoscopy videos. Computerized Medical Imaging and Graphics. 94
2021. Bubble-Enriched Smoothed Finite Element Methods for Nearly-Incompressible Solids. Computer Modeling in Engineering & Sciences. 411-436 127.2
2021. Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis. Medical Image Analysis. 102248-102248 74
2021. Origami: Single-cell 3D shape dynamics oriented along the apico-basal axis of folding epithelia from fluorescence microscopy data. PLoS Computational Biology. 17.11
2021. CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging. Medical Image Analysis. 101874-101874 67
2021. Medical imaging and computational image analysis in COVID-19 diagnosis: A review. Computers in Biology and Medicine. 135
2021. Predicting patient-level new-onset atrial fibrillation from population-based nationwide electronic health records: protocol of FIND-AF for developing a precision medicine prediction model using artificial intelligence. BMJ Open. 11.11
2021. What is next for screening for undiagnosed atrial fibrillation? Artificial intelligence may hold the key.. European Heart Journal - Quality of Care and Clinical Outcomes.
2021. In-silico trial of intracranial flow diverters replicates and expands insights from conventional clinical trials. Nature Communications.
2021. In-silico trial of intracranial flow diverters replicates and expands insights from conventional clinical trials. Nature Communications. 12
2021. Interdisciplinary research: shaping the healthcare of the future. Future healthcare journal. e218-e223 8.2
2021. Graph convolution network with similarity awareness and adaptive calibration for disease-induced deterioration prediction. Medical Image Analysis. 69
2021. Medicine-Based Evidence in Congenital Heart Disease: How Artificial Intelligence Can Guide Treatment Decisions for Individual Patients. Frontiers in Cardiovascular Medicine. 8
2021. Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation. IEEE Transactions on Medical Imaging.
2021. OpenMandible: An open-source framework for highly realistic numerical modelling of lower mandible physiology. Dental Materials. 612-624 37.4
2021. Tissue microarray (TMA) use in post mortem neuropathology. Journal of Neuroscience Methods. 347
2021. Super-Resolution of Cardiac MR Cine Imaging using Conditional GANs and Unsupervised Transfer Learning. Medical Image Analysis.
2021. Recovering from missing data in population imaging – Cardiac MR image imputation via conditional generative adversarial nets. Medical Image Analysis. 67
2021. A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging. Medical Image Analysis. 67
2021. Contrastive rendering with semi-supervised learning for ovary and follicle segmentation from 3D ultrasound. Medical Image Analysis. 102134-102134 73
2021. Deep action learning enables robust 3D segmentation of body organs in various CT and MRI images. Scientific Reports. 11.1
Sanghvi MM; Vargas JD; Suinesiaputra A; Bonazzola R; Attar R; Ravikumar N; Wong M; Naderi H; Petersen SE; Frangi AF (2021) THE ASSOCIATION BETWEEN CARDIOVASCULAR RISK FACTORS AND LEFT ATRIAL STRUCTURE AND PHASIC FUNCTION British Society of Cardiac Magnetic Resonance, pp. A11-A12
2020
2020. Correction to: A. F. Frangi et al. (Eds.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, LNCS 11070, (10.1007/978-3-030-00928-1).
2020. Correction to: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018.
2020. Imitation Learning Network for Fundus Image Registration Using a Divide-And-Conquer Approach. Bildverarbeitung für die Medizin
2020. Self-weighted Multi-task Learning for Subjective Cognitive Decline Diagnosis. MICCAI Medical Image Computing and Computer Assisted Interventions
2020. Comparative Study of Deep Learning Models for Automatic Coronary Stenosis Detection in X-ray Angiography. 30th International Conference on Computer Graphics and Machine Vision
2020. The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2020. Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound. MICCAI Medical Image Computing and Computer Assisted Interventions
2020. Federated Simulation for Medical Imaging. MICCAI Medical Image Computing and Computer Assisted Interventions
2020. Contrastive Rendering for Ultrasound Image Segmentation. MICCAI Medical Image Computing and Computer Assisted Interventions
2020. ForestNet – Automatic Design of Sparse Multilayer Perceptron Network Architectures Using Ensembles of Randomized Trees. ACPR 2019: Asian Conference on Pattern Recognition
2020. Prostate Motion Modelling Using Biomechanically-Trained Deep Neural Networks on Unstructured Nodes. MICCAI 2020: Medical Image Computing and Computer Assisted Intervention – MICCAI 2020
2020. Integrating Similarity Awareness and Adaptive Calibration in Graph Convolution Network to Predict Disease. MICCAI Medical Image Computing and Computer Assisted Interventions
2020. Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation. STACOM 2019: Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges
2020. Aneurysm Identification in Cerebral Models with Multiview Convolutional Neural Network. BrainLes 2019
2020. Virtual clinical trials in medical imaging: a review. Journal of Medical Imaging. 7.04
2020. An automatic framework for endoscopic image restoration and enhancement. Applied Intelligence.
2020. Autonomous Tissue Retraction in Robotic Assisted Minimally Invasive Surgery – A Feasibility Study. IEEE Robotics and Automation Letters. 6528-6535 5.4
2020. A Spatio-Temporal Ageing Atlas of the Proximal Femur. IEEE Transactions on Medical Imaging. 1359-1368 39.5
2020. Diffusion MRI for Assessment of Bone Quality; A Review of Findings in Healthy Aging and Osteoporosis. Journal of Magnetic Resonance Imaging. 975-992 51.4
2020. Groupwise registration with global-local graph shrinkage in atlas construction. Medical Image Analysis. 64
2020. AIDAN: An Attention-Guided Dual-Path Network for Pediatric Echocardiography Segmentation. IEEE Access. 29176-29187 8
2020. Population‐specific modelling of between/within‐subject flow variability in the carotid arteries of the elderly. International Journal for Numerical Methods in Biomedical Engineering. 36.1
2020. Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease. Medical Image Analysis. 61
2020. Development and clinical deployment of a smartphone-based visual field deep learning system for glaucoma detection. npj Digital Medicine. 3.1
2020. The UK Biobank imaging enhancement of 100,000 participants: rationale, data collection, management and future directions. Nature Communications. 11
2020. EyesGAN: Synthesize human face from human eyes. Neurocomputing. 213-226 404
2020. Mapping Ensembles of Trees to Sparse, Interpretable Multilayer Perceptron Networks. SN Computer Science. 1.5
2020. Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle Quantification. IEEE Journal of Biomedical and Health Informatics. 1-1
2020. Fully Automated 3D Cardiac MRI Localisation and Segmentation Using Deep Neural Networks. Journal of Imaging. 6.7
2020. Radiomics-Based Assessment of Primary Sjögren's Syndrome From Salivary Gland Ultrasonography Images. IEEE Journal of Biomedical and Health Informatics. 835-843 24.3
2020. Tensor-cut: A tensor-based graph-cut blood vessel segmentation method and its application to renal artery segmentation. Medical Image Analysis. 60
Guan Q; Yuan M; Xu X; Hu H; Lou H; Chen F; Frangi A (2019) Benign and Malignant Classification of Pancreatic Cystic Tumors Based on Dissimilarity Features of CT Image 2019 International Conference on Biotechnology and Clinical Pharmacology, pp. 51-51
2019
2019. Optimal Experimental Design for Biophysical Modelling in Multidimensional Diffusion MRI. In: Lecture Notes in Computer Science.
2019. Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging. In: Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics.
2019. 3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata. MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
2019. High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort. MICCAI Medical Image Computing and Computer Assisted Interventions
2019. Semi-Automatic Cell Correspondence Analysis Using Iterative Point Cloud Registration. BVM 2019: Bildverarbeitung für die Medizin 2019
2019. Optimal Experimental Design for Biophysical Modelling in Multidimensional Diffusion MRI. 22nd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2019)
2019. Ray-based segmentation algorithm for medical imaging. International Workshop on “Photogrammetric & Computer Vision Techniques for Video Surveillance, Biometrics and Biomedicine"
2019. MULTI-X, a State-of-the-Art Cloud-Based Ecosystem for Biomedical Research. 2018 IEEE (BIBM)
2019. Coronary Artery Plaque Characterization from CCTA Scans Using Deep Learning and Radiomics. Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
2019. Developing a soft tissue surrogate for use in photoelastic testing. 1st International Conference on Materials, Mimicking, Manufacturing from and for Bio Application (BioM&M)
2019. Dilated Deeply Supervised Networks for Hippocampus Segmentation in MRI. BVM 2019: Bildverarbeitung für die Medizin
2019. A Divide-and-Conquer Approach Towards Understanding Deep Networks. MICCAI 2019: International Conference on Medical Image Computing and Computer-Assisted Intervention
2019. Simultaneous Super-Resolution and Cross-Modality Synthesis in Magnetic Resonance Imaging.
2019. Mammographic breast density classification using a deep neural network: assessment based on inter-observer variability. SPIE Medical Imaging 2019
2019. Predicting Plausible Human Purkinje Network Morphology from Simulations. CinC 2019
2019. Mixed-Model Noise Removal in 3D MRI via Rotation-and-Scale Invariant Non-Local Means. SaMBa 2018: Processing and Analysis of Biomedical Information
2019. CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation. MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
2019. Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency. BVM 2019: Bildverarbeitung für die Medizin
2019. Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI. STACOM 2018: 9th Statistical Atlases and Computational Modelling of the Heart Workshop
2019. A 2D dilated residual U-net for multi-organ segmentation in thoracic CT. SegTHOR2019: 2019 Challenge on Segmentation of THoracic Organs at Risk in CT Images
2019. Iba-1-/CD68+microglia are a prominent feature of age-associated deep subcortical white matter lesions. NEUROPATHOLOGY AND APPLIED NEUROBIOLOGY
2019. Pelvis segmentation using multi-pass U-Net and iterative shape estimation. MICCAI 2018, 21st International Conference on Medical Image Computing & Computer Assisted Intervention
2019. Tubular Structure Segmentation Using Spatial Fully Connected Network with Radial Distance Loss for 3D Medical Images. MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
2019. Detection of Unseen Low-Contrast Signals Using Classic and Novel Model Observers. BVM 2019: Bildverarbeitung für die Medizin
2019. Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets. MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
2019. Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks. Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
2019. Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation. BVM 2019: Bildverarbeitung für die Medizin 2019
2019. Intracranial Aneurysm Detection from 3D Vascular Mesh Models with Ensemble Deep Learning. MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
2019. Quantitative CMR population imaging on 20,000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation. Medical Image Analysis. 26-42 56
2019. Registration of vascular structures using a hybrid mixture model. International Journal of Computer Assisted Radiology and Surgery. 1507-1516 14.9
2019. FTGAN: A Fully-trained Generative Adversarial Networks for Text to Face
Generation.
2019. Histological data of axons, astrocytes, and myelin in deep subcortical white matter populations. Data in Brief. 23
2019. Retinal Image Synthesis and Semi-supervised Learning for Glaucoma Assessment.. IEEE transactions on medical imaging. 2211-2218 38.9
2019. Strategic research agenda for biomedical imaging. Insights into Imaging. 10
2019. Phase-field modeling for polarization evolution in ferroelectric materials via an isogeometric collocation method. Computer Methods in Applied Mechanics and Engineering. 789-807 351
2019. Bayesian Polytrees With Learned Deep Features for Multi-Class Cell Segmentation.. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 3246-3260 28.7
2019. Guest Editorial: IJCARS-MICCAI 2018 special issue.. International journal of computer assisted radiology and surgery.
2019. Determination of Forming Limits in Sheet Metal Forming Using Deep Learning. MATERIALS. 12.7
2019. Why rankings of biomedical image analysis competitions should be interpreted with care (vol 9, 5217, 2018). Nature Communications. 10
2019. Why rankings of biomedical image analysis competitions should be interpreted with care. Nature Communications. 9.1
2019. Quantitative histomorphometry of capillary microstructure in deep white matter. NeuroImage: Clinical. 23
2019. Population-based Bayesian regularization for microstructural diffusion MRI with NODDIDA.. Magnetic resonance in medicine. 1553-1565 82.4
2019. Generalised coherent point drift for group-wise multi-dimensional analysis of diffusion brain MRI data. Medical Image Analysis. 47-63 53
2019. A computational model for prediction of clot platelet content in flow-diverted intracranial aneurysms. Journal of Biomechanics. 7-13 91
2019. Special issue on MICCAI 2018. Medical Image Analysis. 58
2019. Computer-aided detection of lung nodules: A review. Journal of Medical Imaging. 6.2
2019. Deep motion tracking from multiview angiographic image sequences for synchronization of cardiac phases. Physics in Medicine and Biology. 64.2
2019. Patch-Based Adaptive Background Subtraction for Vascular Enhancement in X-Ray Cineangiograms. IEEE Journal of Biomedical and Health Informatics. 2563-2575 23.6
2019. Highly integrated workflows for exploring cardiovascular conditions: Exemplars of precision medicine in Alzheimer's disease and aortic dissection. Morphologie. 148-160 103.343
2019. Fluid–structure interaction for highly complex, statistically defined, biological media: Homogenisation and a 3D multi-compartmental poroelastic model for brain biomechanics. Journal of Fluids and Structures. 91
2019. Beyond episodic memory: Semantic processing as independent predictor of hippocampal/perirhinal volume in aging and mild cognitive impairment due to Alzheimer’s disease.. Neuropsychology.
2019. Iba-1-/CD68+ microglia are a prominent feature of age-associated deep subcortical white matter lesions. PLOS ONE. 14.1
2019. Automated Retinal Lesion Detection via Image Saliency Analysis. Medical Physics. 4531-4544 46.10
2019. Efficient feature selection method using real-valued grasshopper optimization algorithm. Expert Systems with Applications. 61-72 119
2019. Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging With Fisher-Discriminative 3-D CNN. IEEE transactions on bio-medical engineering. 1975-1986 66.7
2018
2018. Preface.
2018. Preface.
2018. Preface.
2018. Preface.
2018. Preface.
2018. Preface.
2018. Intraoperative Brain Shift Compensation Using a Hybrid Mixture Model.
2018. Preliminary Study Investigating Brain Shift Compensation using 3D CBCT Cerebral Vascular Images.
2018. An anthropomorphic deformable phantom for brain shift simulation. 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)
2018. Local volume fraction distributions of axons, astrocytes, and myelin in deep subcortical white matter lesions and normal white matter in the ageing brain. NEUROPATHOLOGY AND APPLIED NEUROBIOLOGY
2018. Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models. 19th International Conference on Intelligent Data Engineering and Automated Learning: IDEAL 2018
2018. Spatio-temporal atlas of bone mineral density ageing. International Conference on Medical Image Computing and Computer-Assisted Intervention: MICCAI 2018
2018. Frangi-Net.
2018. Multi-modal Synthesis of ASL-MRI Features with KPLS Regression on Heterogeneous Data. MICCAI 2018: 21st International Conference on Medical Image Computing and Computer Assisted Intervention
2018. From mechanistic to data-driven models for surgical planning, guidance and simulation. Bildverarbeitung für die Medizin 2018
2018. A Multi-task Framework for Skin Lesion Detection and Segmentation.
2018. Classification of Breast Cancer Histology Images Using Transfer Learning.
2018. Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion Segmentation.
2018. SkinNet: A Deep Learning Framework for Skin Lesion Segmentation. 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)
2018. Multi-input and dataset-invariant adversarial learning (MDAL) for left and right-ventricular coverage estimation in cardiac MRI. 21st International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2018
2018. Resolve Intraoperative Brain Shift as Imitation Game.
2018. Automatic initialization and quality control of large-scale cardiac MRI segmentations. Medical Image Analysis. 129-141 43
2018. Range Imaging for Motion Compensation in C-Arm Cone-Beam CT of Knees under Weight-Bearing Conditions. Journal of Imaging. 13-13 4.1
2018. A surface-based approach to determine key spatial parameters of the acetabulum in a standardized pelvic coordinate system. Medical Engineering & Physics. 22-30 52
2018. From Eyes to Face Synthesis: a New Approach for Human-Centered Smart Surveillance. IEEE Access. 14567-14575 6
2018. Local volume fraction distributions of axons, astrocytes, and myelin in deep subcortical white matter. NeuroImage. 275-287 179
2018. Characterization of active and infiltrative tumorous subregions from normal tissue in brain gliomas using multiparametric MRI. Journal of Magnetic Resonance Imaging. 938-950 48.4
2018. Simulation and Synthesis in Medical Imaging. IEEE Transactions on Medical Imaging. 673-679 37.3
2018. Mixture of Probabilistic Principal Component Analyzers for Shapes from Point Sets. IEEE Transactions on Pattern Analysis and Machine Intelligence. 891-904 40.4
2018. Subject-specific multi-poroelastic model for exploring the risk factors associated with the early stages of Alzheimer's disease. Interface Focus. 8.1
2018. Cross-Modality Image Synthesis via Weakly Coupled and Geometry Co-Regularized Joint Dictionary Learning. IEEE Transactions on Medical Imaging. 815-827 37.3
2018. A simple method of incorporating the effect of the uniform stress hypothesis in arterial wall stress computations. Acta of Bioengineering and Biomechanics. 59-67 20.3
2018. Screening for Cognitive Impairment by Model-Assisted Cerebral Blood Flow Estimation. IEEE Transactions on Biomedical Engineering. 1654-1661 65.7
2018. Multi-task learning approach for natural images’ quality assessment. Journal of Telecommunication, Electronic and Computer Engineering. 1-7 10.2-5
2018. Simultaneous magnetic resonance diffusion and pseudo-diffusion tensor imaging. Magnetic Resonance in Medicine. 2367-2378 79.4
2018. Classification of breast lesions in ultrasonography using sparse logistic regression and morphology‐based texture features. Medical Physics. 4112-4124 45.9
2018. Thrombosis in Cerebral Aneurysms and the Computational Modeling Thereof: A Review. Frontiers in Physiology. 9
2018. Group-wise similarity registration of point sets using Student’s t-mixture model for statistical shape models. Medical Image Analysis. 156-176 44
2018. Preface. Medical Image Computing and Computer Assisted Intervention – MICCAI 2018. 11071 LNCS
2018. Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge. IEEE Journal of Biomedical and Health Informatics. 503-515 22.2
2018. Three-dimensional reconstruction and NURBS-based structured meshing of coronary arteries from the conventional X-ray angiography projection images. Scientific Reports. 8
Frangi A (2018) Precision imaging: From population imaging analytics to in-silico clinical trials Bildverarbeitung für die Medizin 2018
2017
2017. Preface.
2017. Simulation and synthesis in medical imaging: Second international workshop, SASHIMI 2017 held in conjunction with MICCAI 2017 Québec city, QC, Canada, September 10, 2017 proceedings.
2017. Multi-class image segmentation in fluorescence microscopy using polytrees. International Conference on Information Processing in Medical Imaging
2017. DOTE: Dual convolutional filter learning for super-resolution and cross-modality synthesis in MRI. International Conference on Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017
2017. Simultaneous super-resolution and cross-modality synthesis of 3D medical images using weakly-supervised joint convolutional sparse coding. CVPR 2017
2017. Information theoretic measurement of blood flow complexity in vessels and aneurysms: Interlacing complexity index. International Conference on Medical Image Computing and Computer-Assisted Intervention: MICCAI 2017
2017. Generalised coherent point drift for group-wise registration of multi-dimensional point sets. Medical Image Computing and Computer Assisted Intervention - MICCAI 2017. 20th International Conference
2017. Region-enhanced joint dictionary learning for cross-modality synthesis in diffusion tensor imaging. International Workshop on Simulation and Synthesis in Medical Imaging
2017. Semi-supervised assessment of incomplete LV coverage in cardiac MRI using generative adversarial nets. Second International Workshop on Simulation and Synthesis in Medical Imaging: SASHIMI 2017
2017. CoronARe: A Coronary Artery Reconstruction Challenge. Fifth International Workshop, CMMI 2017, Second International Workshop, RAMBO 2017, and First International Workshop, SWITCH 2017, Held in Conjunction with MICCAI 2017
2017. Transversal crack and delamination of laminates using XFEM. Composite Structures. 78-85 173
2017. Tracking and diameter estimation of retinal vessels using Gaussian process and Radon transform. Journal of Medical Imaging. 4.3
2017. Machine-learning Support to Individual Diagnosis of Mild Cognitive Impairment Using Multimodal MRI and Cognitive Assessments. Alzheimer Disease & Associated Disorders. 278-286 31.4
2017. ApoE ε4 Allele Related Alterations in Hippocampal Connectivity in Early Alzheimer’s Disease Support Memory Performance. Current Alzheimer Research. 766-777 14.7
2017. Robustness of common hemodynamic indicators with respect to numerical resolution in 38 middle cerebral artery aneurysms. PLOS ONE Sznitman J (eds.). 12.6
2017. Quantitating the effect of prosthesis design on femoral remodeling using high-resolution region-free densitometric analysis (DXA-RFA). Journal of Orthopaedic Research. 2203-2210 35.10
2017. Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT. IEEE Transactions on Medical Imaging. 1930-1938 36.9
2017. Wall shear stress at the initiation site of cerebral aneurysms. Biomechanics and Modeling in Mechanobiology. 97-115 16.1
2017. An atlas- and data-driven approach to initializing reaction-diffusion systems in computer cardiac electrophysiology. International Journal for Numerical Methods in Biomedical Engineering. 33.8
2017. Multiresolution eXtended Free-Form Deformations (XFFD) for non-rigid registration with discontinuous transforms. Medical Image Analysis. 113-122 36
2017. Support for Taverna workflows in the VPH-Share cloud platform. Computer Methods and Programs in Biomedicine. 37-46 146
2017. Improved hybrid/GPU algorithm for solving cardiac electrophysiology problems on Purkinje networks. International Journal for Numerical Methods in Biomedical Engineering. 33.6
2017. PATCH-IQ: A patch based learning framework for blind image quality assessment. Information Sciences. 329-344 420
2017. Evaluation of wave delivery methodology for brain MRE: Insights from computational simulations. Magnetic Resonance in Medicine. 341-356 78.1
2017. Simulation of arterial dissection by a penetrating external body using cohesive zone modelling. Journal of the Mechanical Behavior of Biomedical Materials. 95-105 71
2017. Quantifying Pelvic Periprosthetic Bone Remodeling Using Dual-Energy X-Ray Absorptiometry Region-Free Analysis. Journal of Clinical Densitometry. 480-485 20.4
2017. Quantification of 1H-MRS signals based on sparse metabolite profiles in the time-frequency domain. NMR in Biomedicine. 30.2
2017. Isogeometric approximation of cardiac electrophysiology models on surfaces: An accuracy study with application to the human left atrium. Computer Methods in Applied Mechanics and Engineering. 248-273 317
2017. Flow complexity in open systems: interlacing complexity index based on mutual information. Journal of Fluid Mechanics. 704-742 825
2017. Integrated Heart—Coupling multiscale and multiphysics models for the simulation of the cardiac function. Computer Methods in Applied Mechanics and Engineering. 345-407 314
2017. Virtual endovascular treatment of intracranial aneurysms: models and uncertainty. WIREs: Systems Biology and Medicine. 9.4
2017. Fully automatic detection of lung nodules in CT images using a hybrid feature set. Medical Physics. 3615-3629 44.7
2017. Preface. 10557 LNCS
2016 & previous
2015. Preface.
2015. Preface.
2016. Preface.
2016. Preface.
2016. Preface.
2012. Application of Biomechanical Modelling to Image-Guided Breast Surgery. In: Studies in Mechanobiology, Tissue Engineering and Biomaterials.
2008. From Pairwise Medical Image Registration to Populational Computational Atlases. In: Principles and Advanced Methods in Medical Imaging and Image Analysis.
2016. Learning pathological deviations from a normal pattern of myocardial motion. In: Machine Learning and Medical Imaging.
2005. A survey of three-dimensional modeling techniques for quantitative functional analysis of cardiac images. In: Advanced Image Processing in Magnetic Resonance Imaging.
2013. Generalized Reduced Basis Methods and n-Width Estimates for the Approximation of the Solution Manifold of Parametric PDEs. In: Analysis and Numerics of Partial Differential Equations.
2014. Model Order Reduction in Fluid Dynamics: Challenges and Perspectives. In: Quarteroni A; Rozza G (eds.) Reduced Order Methods for Modeling and Computational Reduction. MS&A - Modeling, Simulation and Applications.
2006. 3D Active Shape and Appearance Models in Cardiac Image Analysis. In: Handbook of Mathematical Models in Computer Vision.
2005. AUTOMATIC CONSTRUCTION OF CARDIAC STATISTICAL SHAPE MODELS: APPLICATIONS IN SPECT AND MR IMAGING. In: Medical Imaging Systems Technology.
2015. Image-based haemodynamics simulation in intracranial aneurysms. In: Handbook of Biomedical Imaging.
2007. Statistical deformable models for cardiac Segmentation and Functional Analysis In Gated-Spect Studies. In: Deformable Models.
2012. Effect of coil surface area on the hemodynamics of a patient-specific intracranial aneurysm: A computational study. 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012)
2012. Conical deformable model for myocardial segmentation in late-enhanced MRI. 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012)
2013. Healthy and Scar Myocardial Tissue Classification in DE-MRI.
2015. Reusability of Statistical Shape Models for the Segmentation of Severely Abnormal Hearts.
2016. Application of optimally-shaped phononic crystals to reduce anchor losses of MEMS resonators. 2016 IEEE International Ultrasonics Symposium (IUS)
2008. Morphologic pattern of late gadolinium enhancement in Tako-Tsubo syndrome. "Another clue to solve the enigma". CIRCULATION
2008. Utility of the real time 3D echocardiography for assessment of Left Ventricular Mass in patients with Hypertrophic Cardiomyopathy. Comparison with Cardiac Magnetic Resonance. CIRCULATION
2000. Guide Eire Tracking During Endovascular Interventions.
2000. Guide wire tracking in interventional radiology. CARS 2000: COMPUTER ASSISTED RADIOLOGY AND SURGERY
2008. Towards regional elastography of intracranial aneurysms. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016. An Efficient Finite Element Solution of the Generalised Bloch-Torrey Equation for Arbitrary Domains.
2011. Three-dimensional architecture of scar and conducting channels based on high resolution CE-CMR. Insights for ventricular tachycardia ablation. EUROPEAN HEART JOURNAL
2010. Archetype-based semantic mediation: Incremental provisioning of data services. 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS)
2012. Quantitative Assessment of Estimation Approaches for Mining over Incomplete Data in Complex Biomedical Spaces: A Case Study on Cerebral Aneurysms.
2011. Prediction of Cerebral Aneurysm Rupture Using Hemodynamic, Morphologic and Clinical Features: A Data Mining Approach.
2011. Anatomical Labeling of the Anterior Circulation of the Circle of Willis Using Maximum a Posteriori Classification.
2008. Image intensity standardization in 3D rotational angiography and its application to vascular segmentation. Medical Imaging
2005. Combined statistical analysis of vasodilation and flow curves in brachial ultrasonography: technique and its connection to cardiovascular risk factors. Medical Imaging
2011. Integrating volumetric biomedical data in the virtual physiological human. the first international workshop
2007. Simulated 3D ultrasound LV cardiac images for active shape model training. Medical Imaging
2011. Order Statistic Based Cardiac Boundary Detection in 3D+t Echocardiograms.
2009. Cardiac Motion Estimation from Intracardiac Electrical Mapping Data: Identifying a Septal Flash in Heart Failure.
2009. Multi-sequence Registration of Cine, Tagged and Delay-Enhancement MRI with Shift Correction and Steerable Pyramid-Based Detagging.
2010. Personalization of Fast Conduction Purkinje System in Eikonal-Based Electrophysiological Models with Optical Mapping Data.
2012. Integration of different cardiac electrophysiological models into a single simulation pipeline. 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012)
2009. Detecting abnormal septal motion by combining spatial and electrical information from endocardial mapping data in CRT candidates. EUROPEAN HEART JOURNAL
2010. Fast 3D centerline computation for tubular structures by front collapsing and fast marching. 2010 17th IEEE International Conference on Image Processing (ICIP 2010)
2012. 3D reconstruction of coronary arteries from rotational X-ray angiography. 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012)
2013. Reduction of anchor losses by etched slots in aluminum nitride contour mode resonators. 2013 Joint European Frequency and Time Forum & International Frequency Control Symposium (EFTF/IFC)
2012. 3D reconstruction of intervertebral discs from T1-weighted magnetic resonance images. 2012 IEEE 9th International Symposium on Biomedical Imaging
2008. Image-based investigation of hemodynamics and rupture of cerebral aneurysms of a single morphological type: terminal aneurysms. Medical Imaging
2015. 3D vertebra segmentation by feature selection active shape model. Lecture Notes in Engineering and Computer Science
2015. 3D Vertebra Segmentation by Feature Selection Active Shape Model.
2014. 2D segmentation of intervertebral discs and its degree of degeneration from T2-weighted magnetic resonance images. SPIE Medical Imaging
2016. Automatic construction of patient-specific finite-element mesh of the spine from IVDs and vertebra segmentations. SPIE Medical Imaging
2005. Pilot clinical study of aneurysm rupture using image-based computational fluid dynamics models. Medical Imaging
2004. Subject-specific modeling of intracranial aneurysms. Medical Imaging 2004
2007. Qualitative comparison of intra-aneurysmal flow structures determined from conventional and virtual angiograms. Medical Imaging
2007. Hemodynamics before and after bleb formation in cerebral aneurysms. Medical Imaging
2008. Towards anatomical modelling of multiple organs interaction using real time GPU based non-linear elasticity. MEDICINE MEETS VIRTUAL REALITY 16
2013. Patient-Specific Stented Coronary Bifurcations: Numerical Analysis of Near-Wall Quantities and the Bulk Flow. ASME 2013 Summer Bioengineering Conference
2012. 3D fusion of cine and late-enhanced cardiac magnetic resonance images. 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012)
2013. Numerical Modelling of the Mass Transport of Blood-Borne Species in Cerebral Aneurysms of the Basilar Artery. ASME 2013 Summer Bioengineering Conference
2014. Enhancement of the Quality Factor of AlN Contour Mode Resonators by Acoustic Reflection: Numerical Design and Experimental Investigation. Procedia Engineering
2011. 3D Modeling of Coronary Artery Bifurcations from CTA and Conventional Coronary Angiography.
2009. Non-stationary diffeomorphic registration: application to endo-vascular treatment monitoring. SPIE Medical Imaging
2009. Large Diffeomorphic FFD Registration for Motion and Strain Quantification from 3D-US Sequences.
2012. SPM TO THE HEART: MAPPING OF 4D CONTINUOUS VELOCITIES FOR MOTION ABNORMALITY QUANTIFICATION. 2012 9TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI)
2010. Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3D-US Images. MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2010, PT II
2008. Coil compaction and aneurysm growth: image-based quantification using non-rigid registration. Medical Imaging
2010. Atlas Construction and Image Analysis Using Statistical Cardiac Models.
2012. Temporal Diffeomorphic Free Form Deformation (TDFFD) Applied to Motion and Deformation Quantification of Tagged MRI Sequences.
2006. CFD analysis incorporating the influence of wall motion: Application to intracranial aneurysms. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013. Multichannel Foetal Heartbeat Detection by Combining Source Cancellation with Expectation-weighted Estimation of Fiducial Points. 2013 COMPUTING IN CARDIOLOGY CONFERENCE (CINC)
2015. Deep learning for automatic cell detection in wide-field microscopy zebrafish images. 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI 2015)
2014. Three-Dimensional Deconvolution of Wide Field Microscopy with Sparse Priors: Application to Zebrafish Imagery. 2014 22nd International Conference on Pattern Recognition (ICPR)
2011. Characterizing Pathological Deviations from Normality Using Constrained Manifold-Learning.
2010. Atlas-Based Quantification of Myocardial Motion Abnormalities: Added-value for the Understanding of CRT Outcome?.
2010. Quantification of septal motion abnormalities in CRT candidates using a statistical atlas based-approach. EUROPEAN HEART JOURNAL
2009. Septal Flash Assessment on CRT Candidates Based on Statistical Atlases of Motion. MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2009, PT II, PROCEEDINGS
2011. 89 Electromechanical interaction in patients undergoing cardiac resynchronisation therapy: comparison of intracardiac activation maps and early septal contraction in left bundle branch block. Heart
2009. Optimization of Convex Shapes: An Approach to Crystal Shape Identification.
2010. Towards negotiable SLA-based QoS support for biomedical data services. 2010 11th IEEE/ACM International Conference on Grid Computing (GRID)
2016. Automatic Quality Control for Population Imaging: A Generic Unsupervised Approach.
2011. Automatic Brain Tumour Segmentation in 18F-FDOPA PET Using PET/MRI Fusion. 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA)
2010. Bilinear point distribution models for heart motion analysis. 2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro
2007. On the application of the BGK kinetic model to the analysis of gas-structure interactions in MEMS. Computers & Structures
2008. Analysis of Gas Flow in MEMS by a Deterministic 3D BGK Kinetic Model. Sensor Letters
2005. Multipole BEM for the evaluation of damping forces on MEMS. Computational Mechanics
2003. BEM?FEM coupling for 3D fracture mechanics applications. Computational Mechanics
1996. Quantification improvement in EIT reconstruction algorithms by incorporating a priori geometrical information. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
1999. Quantitation of Vessel Morphology from 3D MRA.
2001. Automatic 3D ASM Construction via Atlas-Based Landmarking and Volumetric Elastic Registration.
1998. Multiscale vessel enhancement filtering.
2003. Automatic Construction of Biventricular Statistical Shape Models.
2015. Effect of Stators Geometry on the Resonance Sensitivity of Capacitive MEMS. Procedia Engineering
2010. Comparison of steady-state and transient blood flow simulations of intracranial aneurysms. 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010)
2009. Reproducibility of image-based computational hemodynamics in intracranial aneurysms: Comparison of CTA AND 3DRA. 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI)
2006. Automatic Pose Correction for Local Feature-Based Face Authentication.
2015. Joint Clustering and Component Analysis of Correspondenceless Point Sets: Application to Cardiac Statistical Modeling.
2003. Low resource lip finding and tracking algorithm for embedded devices. EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology
2003. Low Resource Lip Finding and Tracking Algorithm for Embedded Devices. AVSP 2003 - International Conference on Audio-Visual Speech Processing
2010. Fast Deformation Simulation of Breasts Using GPU-Based Dynamic Explicit Finite Element Method.
2007. ESTIMATION OF INDEPENDENT NON-LINEAR DEFORMATION MODES FOR ANALYSIS OF CRANIOFACIAL MALFORMATIONS IN CROUZON MICE. 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro
2003. Pre-clinical evaluation of implicit deformable models for three-dimensional segmentation of brain aneurysms from CTA images. Medical Imaging 2003
2004. Geodesic Active Regions Using Non-parametric Statistical Regional Description and Their Application to Aneurysm Segmentation from CTA.
2005. Brain aneurysm segmentation in CTA and 3DRA using geodesic active regions based on second order prototype features and nonparametric density estimation. Medical Imaging
2003. Three-Dimensional Segmentation of Brain Aneurysms in CTA Using Non-parametric Region-Based Information and Implicit Deformable Models: Method and Evaluation.
2011. Sensitivity Analysis of Mesh Warping and Subsampling Strategies for Generating Large Scale Electrophysiological Simulation Data.
2010. Influence of Geometric Variations on LV Activation Times: A Study on an Atlas-Based Virtual Population.
2007. Bilinear Models for Spatio-Temporal Point Distribution Analysis: Application to Extrapolation of Whole Heart Cardiac Dynamics. 2007 IEEE 11th International Conference on Computer Vision
2009. Bilinear Models for Spatio-Temporal Point Distribution Analysis. International Journal of Computer Vision
2010. A groupwise mutual information metric for cost efficient selection of a suitable reference in cardiac computational atlas construction. SPIE Medical Imaging
2015. Discontinuous nonrigid registration using extended free-form deformations. SPIE Medical Imaging
2016. Geometry Regularized Joint Dictionary Learning for Cross-Modality Image Synthesis in Magnetic Resonance Imaging.
2016. Color object recognition via cross-domain learning on RGB-D images. ICRA 2016
2010. 3D reconstruction of both shape and Bone Mineral Density distribution of the femur from DXA images. 2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro
2012. COMPUTING STRUCTURAL PARAMETERS FROM DUAL-ENERGY X-RAY ABSORPTIOMETRY USING A 3D RECONSTRUCTION METHOD. OSTEOPOROSIS INTERNATIONAL
2012. Femoral strength prediction using a 3D reconstruction method from Dual-energy X-ray Absorptiometry. 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012)
2012. Explicit contact modeling for surgical computer guidance and simulation. SPIE Medical Imaging
2015. Database-Based Estimation of Liver Deformation under Pneumoperitoneum for Surgical Image-Guidance and Simulation.
2009. Hemodynamic alterations of a patient-specific intracranial aneurysm induced by virtual deployment of stents in various axial orientation. 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI)
2005. Presence of low flow-mediated dilation in subjects with low blood pressure. JOURNAL OF HYPERTENSION
2003. Characterization of endothelial function in the brachial artery via affine registration of ultrasonographic image sequences. Medical Imaging 2003
2015. Efficient Numerical Schemes for Computing Cardiac Electrical Activation over Realistic Purkinje Networks: Method and Verification. FIMH 2015: 8th International Conference on Functional Imaging and Modeling of the Heart
2009. GIMIAS: An Open Source Framework for Efficient Development of Research Tools and Clinical Prototypes.
2008. Fast virtual stenting with deformable meshes: Application to intracranial aneurysms. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016. Electrophysiology model for a human heart with ischemic scar and realistic Purkinje network. STACOM 2015
2013. Reduction Strategies for Shape Dependent Inverse Problems in Haemodynamics.
2016. Statistical Shape Modeling Using Partial Least Squares: Application to the Assessment of Myocardial Infarction.
2012. Inter-Point Procrustes: Identifying Regional and Large Differences in 3D Anatomical Shapes.
2011. Predictive Modeling of Cardiac Fiber Orientation Using the Knutsson Mapping.
2012. Construction of a Statistical Atlas of the Whole Heart from a Large 4D CT Database. 2012 COMPUTING IN CARDIOLOGY (CINC), VOL 39
2014. Personalized Modeling of Cardiac Electrophysiology Using Shape-Based Prediction of Fiber Orientation.
2015. A non-parametric framework for no-reference image quality assessment. 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP)
2016. Blind image quality assessment via a two-stage non-parametric framework. IAPR Asian Conference on Pattern Recognition
2009. FocusDET: A software tool to locate epileptogenic foci in intractable partial epilepsy. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING
2013. An Atlas for Cardiac MRI Regional Wall Motion and Infarct Scoring.
2012. Intensity-Based MRI to X-ray Mammography Registration with an Integrated Fast Biomechanical Transformation.
2005. Characterization of cerebral aneurysms using 3D moment invariants. Medical Imaging
2009. A parallel-friendly normalized mutual information gradient for free-form registration. SPIE Medical Imaging
2010. Nonlinear Elastic Spline Registration: Evaluation with Longitudinal Huntington’s Disease Data.
2014. Topo-geometric filtration scheme for geometric active contours and level sets: Application to cerebrovascular segmentation. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009. Influence of Coil Packing Rate and Configuration on Intracranial Aneurysm Hemodynamics.
2012. Comparison of two techniques of endovascular coil modeling in cerebral aneurysms using CFD. 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012)
2012. COMPARISON OF TWO TECHNIQUES OF ENDOVASCULAR COIL MODELING IN CEREBRAL ANEURYSMS USING CFD. 2012 9TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI)
2011. Virtual Coiling of Intracranial Aneurysms Based on Dynamic Path Planning.
2010. Spatial normalization of cardiac Diffusion Tensor Imaging for modeling the muscular structure of the myocardium. 2010 17th IEEE International Conference on Image Processing (ICIP 2010)
2015. Preface.
2014. QuantiDOPA: A Quantification Software for Dopaminergic Neurotransmission SPECT.
2005. A statistical model-based approach for the automatic quantitative analysis of perfusion gated SPECT studies. Medical Imaging
2004. Grid-enabled automatic construction of a two-chamber cardiac PDM from a large database of dynamic 3D shapes. 2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano
2003. Active shape models with invariant optimal features (IOF-ASM) application to cardiac MRI segmentation. Computers in Cardiology, 2003
2007. A statistical shape model of the heart and its application to model-based segmentation. Medical Imaging
2007. Computational Anatomy Atlas of the Heart. 2007 5th International Symposium on Image and Signal Processing and Analysis
2005. Statistical Modeling and Segmentation in Cardiac MRI Using a Grid Computing Approach.
2004. AV@CAR: A Spanish multichannel multimodal corpus for in-vehicle automatic audio-visual speech recognition. Proceedings of the 4th International Conference on Language Resources and Evaluation, LREC 2004
2007. MULTIVIEW REGISTRATION OF CARDIAC TAGGING MRI IMAGES. 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro
2007. Analysis of intracranial aneurysm wall motion and its effects on hemodynamic patterns. Medical Imaging
2006. Complex wavelets for registration of tagged MRI sequences. 2006 3RD IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: MACRO TO NANO, VOLS 1-3
2006. Cardiac motion estimation by using high-dimensional features and K-means clustering method. Medical Imaging
2005. Assessment of artery dilation by using image registration based on spatial features. Medical Imaging
2005. Myocardial Motion Estimation in Tagged MR Sequences by Using αMI-Based Non Rigid Registration.
2011. Effect of Scar Development on Fast Electrophysiological Models of the Human Heart: In-Silico Study on Atlas-Based Virtual Populations.
2013. Image based cardiac acceleration map using statistical shape and 3D+t myocardial tracking models; in-vitro study on heart phantom. SPIE Medical Imaging
2010. Comparison of Phenomenological and Biophysical Cardiac Models Coupled with Heterogenous Structures for Prediction of Electrical Activation Sequence. COMPUTING IN CARDIOLOGY 2010, VOL 37
2009. A Mesh-less Approach for Fast Estimation of Electrical Activation Time in the Ventricular Wall. CINC: 2009 36TH ANNUAL COMPUTERS IN CARDIOLOGY CONFERENCE
2009. Gaussian Weak Classifiers Based on Haar-Like Features with Four Rectangles for Real-time Face Detection.
2009. A Rapidly Trainable and Global Illumination Invariant Object Detection System.
2009. A Confidence-Based Update Rule for Self-updating Human Face Recognition Systems.
2016. Patient Metadata-Constrained Shape Models for Cardiac Image Segmentation.
2013. Fusing Correspondenceless 3D Point Distribution Models.
2015. Detailed vertebral segmentation using part-based decomposition and conditional shape models. Lecture Notes in Engineering and Computer Science
2015. Detailed Vertebral Segmentation Using Part-Based Decomposition and Conditional Shape Models.
2009. Myocardial deformation from tagged MRI in hypertrophic cardiomyopathy using an efficient registration strategy. SPIE Medical Imaging
2011. Multiview Diffeomorphic Registration for Motion and Strain Estimation from 3D Ultrasound Sequences.
2013. Temporal Diffeomorphic Free Form Deformation to Quantify Changes Induced by Left and Right Bundle Branch Block and Pacing.
2016. Joint Clustering and Component Analysis of Spatio-Temporal Shape Patterns in Myocardial Infarction.
2013. Myocardial Motion Estimation Combining Tissue Doppler and B-mode Echocardiographic Images.
2011. Cardiac Deformation from Electro-Anatomical Mapping Data: Application to Scar Characterization.
2012. Endocardial motion estimation from electro-anatomical data. 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012)
2012. Perianal Versus Endoanal Application of Glyceryl Trinitrate 0.4% Ointment in the Treatment of Chronic Anal Fissure. Diseases of the Colon & Rectum
2007. Combined clinical and computational information in complex cerebral aneurysms: application to mirror cerebral aneurysms. Medical Imaging
2008. @neurIST - Towards a System Architecture for Advanced Disease Management through Integration of Heterogeneous Data, Computing, and Complex Processing Services. 2008 21st International Symposium on Computer-Based Medical Systems (CBMS)
2015. 3D active shape models of human brain structures: application to patient-specific mesh generation. SPIE Medical Imaging
2016. Robust group-wise rigid registration of point sets using t-mixture model. SPIE Medical Imaging
2016. A Multi-resolution T-Mixture Model Approach to Robust Group-Wise Alignment of Shapes.
2011. Towards High Resolution Computational Models of the Cardiac Conduction System: A Pipeline for Characterization of Purkinje-Ventricular-Junctions.
2009. The Purkinje System and Cardiac Geometry: Assessing Their Influence on the Paced Heart.
2010. Flexible modeling for anatomically-based cardiac conduction system construction. 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010)
2008. Modeling the influence of the VV delay for CRT on the electrical activation patterns in absence of conduction through the AV node. Medical Imaging
2011. Reduced Basis Approximation for Shape Optimization in Thermal Flows with a Parametrized Polynomial Geometric Map.
2001. Automatic Construction of 3D Statistical Deformation Models Using Non-rigid Registration.
2016. Direct estimation of wall shear stress from aneurysmal morphology: A statistical approach. Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2016
2009. The role of the myocardial fiber orientation in homogenizing transmural electrical activation. EUROPEAN HEART JOURNAL
2008. Assessing influence of conductivity in heart modelling with the aim of studying cardiovascular diseases. Medical Imaging
2009. Cardiac Modelling for Pathophysiology Research and Clinical Applications. The Need for an Automated Pipeline.
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.
2005. Automatic Prediction of Myocardial Contractility Improvement in Stress MRI Using Shape Morphometrics with Independent Component Analysis.
2004. Extraction of Myocardial Contractility Patterns from Short-Axes MR Images Using Independent Component Analysis.
2004. Detecting Regional Abnormal Cardiac Contraction in Short-Axis MR Images Using Independent Component Analysis.
2005. Active Shape Models with Invariant Optimal Features (IOF-ASMs).
2010. Sparse active shape models: influence of the interpolation kernel on segmentation accuracy and speed. SPIE Medical Imaging
2007. Exploring Reliability for Automatic Identity Verification with Statistical Shape Models. 2007 IEEE Workshop on Automatic Identification Advanced Technologies
2005. Homographic active shape models for view-independent facial analysis. Defense and Security
2009. Automatic Assessment of Eye Blinking Patterns through Statistical Shape Models.
2008. Branching medial models for cardiac shape representation. 2008 5th IEEE International Symposium on Biomedical Imaging (ISBI 2008)
2008. Cardiac medial modeling and time-course heart wall thickness analysis. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010. Numerical study of planing vessels in waves. PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON HYDRODYNAMICS (ICHD - 2010)
2010. Automatic Cardiac MRI Segmentation Using a Biventricular Deformable Medial Model.
2009. Ventricularwall thickness analysis in acute myocardial infarction and hypertrophic cardiomyopathy. 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI)
2011. In-vitro verification of CFD simulations for predicting flow in a stented aneurysm model. 2011 8th IEEE International Symposium on Biomedical Imaging (ISBI 2011)
2002. Significance of Strain Rate-Dependence in Modelling of Organic Materials. Proceedings of the 7th International Conference on Control, Automation, Robotics and Vision, ICARCV 2002
2007. Real-time nonlinear finite element analysis for surgical simulation using graphics processing units. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2008. Modelling Anisotropic Viscoelasticity for Real-Time Soft Tissue Simulation.
2010. Real-Time Surgical Simulation Using Reduced Order Finite Element Analysis.
2010. A reduced order finite element algorithm for surgical simulation. 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010)
2009. Systolic and diastolic assessment by 3D-ASM segmentation of gated-SPECT Studies: a comparison with MRI. SPIE Medical Imaging
2007. Comparative study of diverse model building strategies for 3D-ASM segmentation of dynamic gated SPECT data. Medical Imaging
2012. A Multimodal Database for the 1 st Cardiac Motion Analysis Challenge.
2015. Development of Tissue Surrogates for Photoelastic Strain Analysis of Needle Insertion.
2005. SPASM: Segmentation of Sparse and Arbitrarily Oriented Cardiac MRI Data Using a 3D-ASM.
2006. Efficient reconstruction of cardiac LV surfaces using a 3D sparse ASM. 2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings
2010. Probabilistic-Driven Oriented Speckle Reducing Anisotropic Diffusion with Application to Cardiac Ultrasonic Images.
2003. Mechanical characterization of epitaxial polysilicon in MEMS.
2011. Cerebral Aneurysms: A Patient-Specific and Image-Based Management Pipeline.
2016. Tensor-Based Graph-Cut in Riemannian Metric Space and Its Application to Renal Artery Segmentation.
2012. Unsupervised segmentation and personalised FE modelling of in vivo human myocardial mechanics based on an MRI atlas. 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012)
2013. Automated Personalised Human Left Ventricular FE Models to Investigate Heart Failure Mechanics.
2009. An integrative approach to cerebrovascular disease healthcare: IT for cerebral aneurysms. 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI)
2012. Age-Related Changes in Vertebral Morphometry by Statistical Shape Analysis.
2011. A Statistical Model of Shape and Bone Mineral Density Distribution of the Proximal Femur for Fracture Risk Assessment.
2011. Hip fracture discrimination using 3D reconstructions from Dual-energy X-ray Absorptiometry. 2011 8th IEEE International Symposium on Biomedical Imaging (ISBI 2011)
2010. 3D bone mineral density distribution and shape reconstruction of the proximal femur from a single simulated DXA image: an in vitro study. SPIE Medical Imaging
2010. Gene Expression Signature in Peripheral Blood Cells Detects Intracranial Aneurysm. Neurosurgery
2009. Estimating Continuous 4D Wall Motion of Cerebral Aneurysms from 3D Rotational Angiography.
2010. Evaluation of an efficient GPU implementation of digitally reconstructed radiographs in 3D/2D image registration. SPIE Medical Imaging
2016. Automated Quality Assessment of Cardiac MR Images Using Convolutional Neural Networks.
2013. Patient-Specific Manifold Embedding of Multispectral Images Using Kernel Combinations.
2009. Modeling the Purkinje Conduction System with a Non Deterministic Rule Based Iterative Method. CINC: 2009 36TH ANNUAL COMPUTERS IN CARDIOLOGY CONFERENCE
2003. Independent component analysis in statistical shape models. Medical Imaging 2003
2016. Reconstruction of coronary artery centrelines from x-ray rotational angiography using a probabilistic mixture model. SPIE Medical Imaging
2016. Reconstruction of Coronary Artery Centrelines from X-Ray Angiography Using a Mixture of Student’s t-Distributions.
2014. Reconstruction of coronary trees from 3DRA using a 3D+t statistical cardiac prior. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007. Craniofacial statistical deformation models of wild-type mice and Crouzon mice. Medical Imaging
2003. ICA vs. PCA Active Appearance Models: Application to Cardiac MR Segmentation.
2012. A stable 3D energetic Galerkin BEM approach for wave propagation interior problems. Engineering Analysis with Boundary Elements. 1756-1765 36.12
2013. Neumann exterior wave propagation problems: computational aspects of 3D energetic Galerkin BEM. Computational Mechanics. 475-493 51.4
2014. Energetic BEM-FEM coupling for wave propagation in 3D multidomains. International Journal for Numerical Methods in Engineering. 377-394 97.5
2016. An Algorithm for the Segmentation of Highly Abnormal Hearts Using a Generic Statistical Shape Model. IEEE Transactions on Medical Imaging. 845-859 35
2014. Automatic cardiac LV segmentation in MRI using modified graph cuts with smoothness and interslice constraints. Magnetic Resonance in Medicine. 1775-1784 72
2006. Outlook for Grid Service technologies within the @neurIST eHealth environment.. CHALLENGES AND OPPORTUNITIES OF HEALTHGRIDS. 401-+ 120
2012. The effect of nano-scale interaction forces on the premature pull-in of real-life Micro-Electro-Mechanical Systems. Microelectronics Reliability. 271-281 52.1
2014. Influence of dynamic obstruction and hypertrophy location on diastolic function in hypertrophic cardiomyopathy. Journal of Cardiovascular Medicine. 207-213 15
2011. Morphologic Pattern of Late Gadolinium Enhancement in Takotsubo Cardiomyopathy Detected by Early Cardiovascular Magnetic Resonance. Clinical Cardiology. 178-182 34
2016. Utility of Real Time 3D Echocardiography for the Assessment of Left Ventricular Mass in Patients with Hypertrophic Cardiomyopathy: Comparison with Cardiac Magnetic Resonance. Echocardiography. 431-436 33
2011. Cardiac magnetic resonance imaging in patients with chest pain, high troponin levels and absence of coronary artery obstruction. Revista Argentina de Cardiologia. 226-230 79
2010. Estimation of the viscoelastic properties of vessel walls using a computational model and Doppler ultrasound. Physics in Medicine and Biology. 3557-3575 55
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2005. Using numerical approximation as an intermediate step in analytical derivations: some observations from biomechanics. Journal of Biomechanics. 2497-2502 38.12
2008. High-Speed Nonlinear Finite Element Analysis for Surgical Simulation Using Graphics Processing Units. IEEE Transactions on Medical Imaging. 650-663 27.5
2009. On modelling of anisotropic viscoelasticity for soft tissue simulation: Numerical solution and GPU execution. Medical Image Analysis. 234-244 13.2
2008. Modelling Anisotropic Viscoelasticity for Real-Time Soft Tissue Simulation. MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2008, PT I, PROCEEDINGS. 703-+ 5241
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2011. A Reduced Order Explicit Dynamic Finite Element Algorithm for Surgical Simulation. IEEE Transactions on Medical Imaging. 1713-1721 30.9
2007. Confocal arthroscopy-based patient-specific constitutive models of cartilaginous tissues—I: development of a microstructural model. Computer Methods in Biomechanics and Biomedical Engineering. 307-316 10.4
2007. Confocal arthroscopy-based patient-specific constitutive models of cartilaginous tissues—II: prediction of reaction force history of meniscal cartilage specimens. Computer Methods in Biomechanics and Biomedical Engineering. 327-336 10.5
2006. Constitutive Modeling of Cartilaginous Tissues: A Review. Journal of Applied Biomechanics. 212-229 22.3
2008. Automatic Construction of 3D-ASM Intensity Models by Simulating Image Acquisition: Application to Myocardial Gated SPECT Studies. IEEE Transactions on Medical Imaging. 1655-1667 27
2010. 3D mesh based wall thickness measurement: Identification of left ventricular hypertrophy phenotypes. 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.
2013. Benchmarking framework for myocardial tracking and deformation algorithms: An open access database. Medical Image Analysis. 632-648 17
2013. Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models. Medical & Biological Engineering & Computing. 1235-1250 51
2011. Realistic simulation of cardiac magnetic resonance studies modeling anatomical variability, trabeculae, and papillary muscles. Magnetic Resonance in Medicine. 280-288 65
2010. Simulation of late gadolinium enhancement cardiac magnetic resonance studies. 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.
2012. Automatic training and reliability estimation for 3D ASM applied to cardiac MRI segmentation. Physics in Medicine and Biology. 4155-4174 57
2015. Photoelastic materials and methods for tissue biomechanics applications. Optical Engineering. 081208-081208 54.8
2010. Morphological descriptors as rupture indicators in middle cerebral artery aneurysms. 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.
2006. SPASM: A 3D-ASM for segmentation of sparse and arbitrarily oriented cardiac MRI data. Medical Image Analysis. 286-303 10
2002. Active shape model segmentation with optimal features. IEEE Transactions on Medical Imaging. 924-933 21
2010. Probabilistic-driven oriented speckle reducing anisotropic diffusion with application to cardiac ultrasonic images. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 518-525 6361 LNCS
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2011. @neurIST complex information processing toolchain for the integrated management of cerebral aneurysms. Interface Focus. 308-319 1
2010. AngioLab: Integrated technology for patient-specific management of intracranial aneurysms. 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.
2010. Toward integrated management of cerebral aneurysms. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 2961-2982 368
2013. Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations. Medical & Biological Engineering & Computing. 1209-1219 51
2011. A statistical model of shape and bone mineral density distribution of the proximal femur for fracture risk assessment. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 393-400 6892 LNCS
2012. Hip fracture discrimination from dual-energy X-ray absorptiometry by statistical model registration. Bone. 896-901 51
2011. Reconstructing the 3D Shape and Bone Mineral Density Distribution of the Proximal Femur From Dual-Energy X-Ray Absorptiometry. IEEE Transactions on Medical Imaging. 2101-2114 30
2013. 3D reconstruction of the lumbar vertebrae from anteroposterior and lateral dual-energy X-ray absorptiometry. Medical Image Analysis. 475-487 17
2015. Use of high resolution dual-energy x-ray absorptiometry-region free analysis (DXA-RFA) to detect local periprosthetic bone remodeling events. Journal of Orthopaedic Research. 712-716 33
2002. 3D MRA coronary axis determination using a minimum cost path approach. Magnetic Resonance in Medicine. 1169-1175 47
2008. Subject-specific non-linear biomechanical model of needle insertion into brain. Computer Methods in Biomechanics and Biomedical Engineering. 135-146 11.2
2010. On computing upper and lower bounds on the outputs of linear elasticity problems approximated by the smoothed finite element method. International Journal for Numerical Methods in Engineering. n/a-n/a
2004. A new kernel Fisher discriminant algorithm with application to face recognition. Neurocomputing. 415-421 56
2005. KPCA plus LDA: a complete kernel Fisher discriminant framework for feature extraction and recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence. 230-244 27
2004. Essence of kernel Fisher discriminant: KPCA plus LDA. Pattern Recognition. 2097-2100 37
2003. Combined Fisherfaces framework. Image and Vision Computing. 1037-1044 21
2003. UNCORRELATED PROJECTION DISCRIMINANT ANALYSIS AND ITS APPLICATION TO FACE IMAGE FEATURE EXTRACTION. International Journal of Pattern Recognition and Artificial Intelligence. 1325-1347 17
2004. Two-dimensional PCA: a new approach to appearance-based face representation and recognition.. IEEE transactions on pattern analysis and machine intelligence. 131-137 26
2004. Two-dimensional pca: a new approach to appearance-based face representation and recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence. 131-137 26
2016. A multi-center milestone study of clinical vertebral CT segmentation. Computerized Medical Imaging and Graphics. 16-28 49
2010. Genome-wide association study of intracranial aneurysm identifies three new risk loci. Nature Genetics. 420-425 42.5
2009. Computational cardiac atlases: from patient to population and back. Experimental Physiology. 578-596 94
2009. Estimating continuous 4D wall motion of cerebral aneurysms from 3D rotational angiography. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 140-147 5761 LNCS
2009. Morphodynamic Analysis of Cerebral Aneurysm Pulsation From Time-Resolved Rotational Angiography. IEEE Transactions on Medical Imaging. 1105-1116 28
2011. Dynamic estimation of three-dimensional cerebrovascular deformation from rotational angiography. Medical Physics. 1294-1306 38
2015. A framework for optimal kernel-based manifold embedding of medical image data. Computerized Medical Imaging and Graphics. 93-107 41
2016. Reconstruction of coronary arteries from X-ray angiography: A review. Medical Image Analysis. 46-68 32
2014. Reconstruction of Coronary Trees from 3DRA Using a 3D+t Statistical Cardiac Prior. 619-626
2007. Computational mouse atlases and their application to automatic assessment of craniofacial dysmorphology caused by the Crouzon mutation Fgfr2C342Y. Journal of Anatomy. 37-52 211
2007. A point-wise quantification of asymmetry using deformation fields: Application to the study of the crouzon mouse model. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 452-459 4792 LNCS
2016. Preface.