2023
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.
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IEEE J. Biomed. Health Informatics, July, 2023
2022
Combination Special Data Augmentation and Sampling Inspection Network for Cardiac Magnetic Resonance Imaging Quality Classification.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Transformer Based Feature Fusion for Left Ventricle Segmentation in 4D Flow MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Contrastive Learning for Echocardiographic View Integration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
Revealing unforeseen diagnostic image features with deep learning by detecting cardiovascular diseases from apical four-chamber ultrasounds.
CoRR, 2021
Extracellular volume-guided late gadolinium enhancement analysis for non-ischemic cardiomyopathy: The Women's Interagency HIV Study.
BMC Medical Imaging, 2021
Right Ventricle Segmentation via Registration and Multi-input Modalities in Cardiac Magnetic Resonance Imaging from Multi-disease, Multi-view and Multi-center.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021
2019
Cine MRI analysis by deep learning of optical flow: Adding the temporal dimension.
Comput. Biol. Medicine, 2019
2018
Algorithms for left atrial wall segmentation and thickness - Evaluation on an open-source CT and MRI image database.
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Medical Image Anal., 2018
Semi-automated Processing of Real-Time CMR Scans for Left Ventricle Segmentation.
Proceedings of the Biomedical Image Registration - 8th International Workshop, 2018
Advanced two-layer level set with a soft distance constraint for dual surfaces segmentation in medical images.
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Left Ventricle Segmentation via Optical-Flow-Net from Short-Axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
ESU-P-Net: Cascading Network for Full Quantification of Left Ventricle from Cine MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Fully Automated Left Atrium Cavity Segmentation from 3D GE-MRI by Multi-atlas Selection and Registration.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Comparison of Image Acquisition Techniques in Four-Dimensional Flow Cardiovascular MR on 3 Tesla in Volunteers and Tetralogy of Fallot Patients.
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Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
A Multi-Scope Convolutional Neural Network for Automatic Left Ventricle Segmentation from Magnetic Resonance Images: Deep-Learning at Multiple Scopes.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018
2017
Fully-automatic left ventricular segmentation from long-axis cardiac cine MR scans.
Medical Image Anal., 2017
2016
A Framework for Fast Initial Exploration of PC-MRI Cardiac Flow.
Proceedings of the 6th Eurographics Workshop on Visual Computing for Biology and Medicine, 2016
Automatic Left Atrial Wall Segmentation from Contrast-Enhanced CT Angiography Images.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016
Automated Cardiovascular Segmentation in Patients with Congenital Heart Disease from 3D CMR Scans: Combining Multi-atlases and Level-Sets.
Proceedings of the Reconstruction, Segmentation, and Analysis of Medical Images, 2016
2015
Automated extraction and labelling of the arterial tree from whole-body MRA data.
Medical Image Anal., 2015
Segmentation of branching vascular structures using adaptive subdivision surface fitting.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Evaluating intensity normalization for multispectral classification of carotid atherosclerotic plaque.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Hierarchical Shape Distributions for Automatic Identification of 3D Diastolic Vortex Rings from 4D Flow MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
2013
Comparative exploration of whole-body MR through locally rigid transforms.
Int. J. Comput. Assist. Radiol. Surg., 2013
Automatic Extraction of the 3D Left Ventricular Diastolic Transmitral Vortex Ring from 3D Whole-Heart Phase Contrast MRI Using Laplace-Beltrami Signatures.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013
Improved Myocardial Scar Characterization by Super-Resolution Reconstruction in Late Gadolinium Enhanced MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Joint Intensity Inhomogeneity Correction for Whole-Body MR Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Combining magnetic resonance late gadolinium enhanced and Look-Locker sequences for myocardial scar characterization.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Model-based alignment of Look-Locker MRI sequences for calibrated myocardical scar tissue quantification.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
Cardiac MR perfusion image processing techniques: A survey.
Medical Image Anal., 2012
Cardiac MRI visualization for ventricular tachycardia ablation.
Int. J. Comput. Assist. Radiol. Surg., 2012
Multi-sequence magnetic resonance imaging integration framework for image-guided catheter ablation of scar-related ventricular tachycardia.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
2010
Exploring individual user differences in the 2D/3D interaction with medical image data.
Virtual Real., 2010
Evaluation of 2D and 3D glove input applied to medical image analysis.
Int. J. Hum. Comput. Stud., 2010
2008
Fully Automated Motion Correction in First-Pass Myocardial Perfusion MR Image Sequences.
IEEE Trans. Medical Imaging, 2008
2007
Fully Automated Registration of First-Pass Myocardial Perfusion MRI Using Independent Component Analysis.
Proceedings of the Information Processing in Medical Imaging, 2007
2006
Analysis of first-pass myocardial perfusion MRI using independent component analysis.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
3D Cylindrical B-Spline Segmentation of Carotid Arteries from MRI Images.
Proceedings of the Biomedical Simulation, Third International Symposium, 2006
2005
Semi-automatic border detection method for left ventricular volume estimation in 4D ultrasound data.
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Proceedings of the Medical Imaging 2005: Image Processing, 2005
Automated quantification of cardiac short-axis multi-slice CT images for assessment of left ventricular global function.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
A Problem Solving Environment for Image-Based Computational Hemodynamics.
Proceedings of the Computational Science, 2005
2004
Automatic plaque characterization and vessel wall segmentation in magnetic resonance images of atherosclerotic carotid arteries.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
2003
Three-dimensional active shape model matching for left ventricle segmentation in cardiac CT.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Cardiac LV Segmentation Using a 3D Active Shape Model Driven by Fuzzy Inference.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Multi-view active appearance models for consistent segmentation of multiple standard views: application to long and short-axis cardiac MR images.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
Automatic tuning of left ventricular segmentation of MR images using genetic algorithms.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
2002
3-D Active Appearance Models: Segmentation of Cardiac MR and Ultrasound Images.
IEEE Trans. Medical Imaging, 2002
Scale-invariant segmentation of dynamic contrast-enhanced perfusion MR images with inherent scale selection.
Comput. Animat. Virtual Worlds, 2002
Segmentation of cardiac MR volume data using 3D active appearance models.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
3D Quantification Visualization of Vascular Structures in Magnetic Resonance Angiographic Images.
Proceedings of the Computational Science - ICCS 2002, 2002
Quantitative Methods for Comparisons between Velocity Encoded MR-Measurements and Finite Element Modeling in Phantom Models.
Proceedings of the Computational Science - ICCS 2002, 2002
2001
Multistage Hybrid Active Appearance Model Matching: Segmentation of Left and Right Ventricles in Cardiac MR Images.
IEEE Trans. Medical Imaging, 2001
Time-continuous segmentation of cardiac MR image sequences using active appearance motion models.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
A Virtual Exploring Robot for Adaptive Left Ventricle Contour Detection in Cardiac MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Time-Continuous Segmentation of Cardiac Image Sequences Using Active Appearance Motion Models.
Proceedings of the Information Processing in Medical Imaging, 2001
Active Appearance Motion Model Segmentation.
Proceedings of the 2nd International Workshop on Digital and Computational Video (DCV 2001), 2001
3D Quantification and visualization of MRA.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001
Time continuous segmentation of cardiac MR images using Active Appearance Motion Models.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001
Assessment of the influence of preoperative chemotherapy in patients with osteosarcoma by dynamic contrast-enhanced MRI using pharmacokinetic modeling.
Proceedings of the Bildverarbeitung für die Medizin 2001: Algorithmen, 2001
2000
A multiresolution image segmentation technique based on pyramidal segmentation and fuzzy clustering.
IEEE Trans. Image Process., 2000
Anatomical Modeling with Fuzzy Implicit Surface Templates: Application to Automated Localization of the Heart and Lungs in Thoracic MR Volumes.
Comput. Vis. Image Underst., 2000
Segmentation of cardiac MR images: an active appearance model approach.
Proceedings of the Medical Imaging 2000: Image Processing, 2000
1999
Anatomical Model Matching With Fuzzy Implicit Surfaces for Segmentation of Thoracic Volume Scans.
IEEE Trans. Medical Imaging, 1999
Anatomical Modeling with Fuzzy Implicit Surfaces: Application to Automated Localization of the Heart and Lungs in Thoracic MR Images.
Proceedings of the Information Processing in Medical Imaging, 1999
Segmentation of Dynamic Contrast-Enhanced MR-Images of Post Chemotherapy Ewing's Sarcoma with a Pharmacokinetic Model and a Neural Network.
Proceedings of the Bildverarbeitung für die Medizin 1999: Algorithmen, 1999
1992
Consistent inexact graph matching applied to labelling coronary segments in arteriograms.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992