Julia A. Schnabel
Orcid: 0000-0001-6107-3009Affiliations:
- King's College London, UK
According to our database1,
Julia A. Schnabel
authored at least 254 papers
between 1994 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on linkedin.com
-
on orcid.org
On csauthors.net:
Bibliography
2024
A Deep Learning-Based Integrated Framework for Quality-Aware Undersampled Cine Cardiac MRI Reconstruction and Analysis.
IEEE Trans. Biomed. Eng., March, 2024
IEEE Trans. Medical Imaging, February, 2024
From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive Review.
CoRR, 2024
CoRR, 2024
CellPilot: A unified approach to automatic and interactive segmentation in histopathology.
CoRR, 2024
Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations.
CoRR, 2024
Simulating Dynamic Tumor Contrast Enhancement in Breast MRI using Conditional Generative Adversarial Networks.
CoRR, 2024
LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification.
CoRR, 2024
Graph Neural Networks: A suitable Alternative to MLPs in Latent 3D Medical Image Classification?
CoRR, 2024
Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data.
CoRR, 2024
Unsupervised Analysis of Alzheimer's Disease Signatures using 3D Deformable Autoencoders.
CoRR, 2024
Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation.
CoRR, 2024
Mask the Unknown: Assessing Different Strategies to Handle Weak Annotations in the MICCAI2023 Mediastinal Lymph Node Quantification Challenge.
CoRR, 2024
CoRR, 2024
Self-Supervised k-Space Regularization for Motion-Resolved Abdominal MRI Using Neural Implicit k-Space Representation.
CoRR, 2024
A Self-supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer.
Proceedings of the Biomedical Image Registration - 11th International Workshop, 2024
Proceedings of the Biomedical Image Registration - 11th International Workshop, 2024
Proceedings of the Biomedical Image Registration - 11th International Workshop, 2024
Self-supervised k-Space Regularization for Motion-Resolved Abdominal MRI Using Neural Implicit k-Space Representations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops, 2024
Data-Driven Tissue- and Subject-Specific Elastic Regularization for Medical Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Simplifying Medical Ultrasound - 5th International Workshop, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Simplifying Medical Ultrasound - 5th International Workshop, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Physics-Informed Deep Learning for Motion-Corrected Reconstruction of Quantitative Brain MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
On Differentially Private 3D Medical Image Synthesis with Controllable Latent Diffusion Models.
Proceedings of the Deep Generative Models - 4th MICCAI Workshop, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Simulation and Synthesis in Medical Imaging, 2024
Low-Resource Finetuning of Foundation Models Beats State-of-the-Art in Histopathology.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Unifying Local and Global Shape Descriptors to Grade Soft-Tissue Sarcomas Using Graph Convolutional Networks.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Influence of Prompting Strategies on Segment Anything Model (SAM) for Short-axis Cardiac MRI Segmentation.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024
Segmentation-guided Medical Image Registration - Quality Awareness using Label Noise Correctionn.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024
2023
Medical Image Anal., October, 2023
Placenta segmentation in ultrasound imaging: Addressing sources of uncertainty and limited field-of-view.
Medical Image Anal., 2023
Attribute Regularized Soft Introspective Variational Autoencoder for Interpretable Cardiac Disease Classification.
CoRR, 2023
Learning Physics-Inspired Regularization for Medical Image Registration with Hypernetworks.
CoRR, 2023
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare.
CoRR, 2023
Mask, Stitch, and Re-Sample: Enhancing Robustness and Generalizability in Anomaly Detection through Automatic Diffusion Models.
CoRR, 2023
Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study.
CoRR, 2023
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023
Proceedings of the Medical Imaging with Deep Learning, 2023
Proceedings of the Deep Generative Models - Third MICCAI Workshop, 2023
ICoNIK: Generating Respiratory-Resolved Abdominal MR Reconstructions Using Neural Implicit Representations in k-Space.
Proceedings of the Deep Generative Models - Third MICCAI Workshop, 2023
Multispectral 3D Masked Autoencoders for Anomaly Detection in Non-Contrast Enhanced Breast MRI.
Proceedings of the Cancer Prevention Through Early Detection, 2023
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Evaluation of Randomized Input Sampling for Explanation (RISE) for 3D XAI - Proof of Concept for Black-Box Brain-Hemorrhage Classification.
Proceedings of 2023 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2023
F2FD: Fourier Perturbations for Denoising Cryo-Electron Tomograms and Comparison to Established Approaches.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Colorimetric Sensor Reading and Illumination Correction via Multi-Task Deep-Learning.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023
2022
SoftwareX, 2022
A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Medical image analysis on left atrial LGE MRI for atrial fibrillation studies: A review.
Medical Image Anal., 2022
AtrialJSQnet: A New framework for joint segmentation and quantification of left atrium and scars incorporating spatial and shape information.
Medical Image Anal., 2022
Evaluation of a Linear Measurement Tool in Virtual Reality for Assessment of Multimodality Imaging Data - A Phantom Study.
J. Imaging, 2022
Automated Quality Controlled Analysis of 2D Phase Contrast Cardiovascular Magnetic Resonance Imaging.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
A variational Bayesian method for similarity learning in non-rigid image registration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
A Virtual Reality System for Improved Image-Based Planning of Complex Cardiac Procedures.
J. Imaging, 2021
Bayesian analysis of the prevalence bias: learning and predicting from imbalanced data.
CoRR, 2021
The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images.
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
Quality-Aware Cine Cardiac MRI Reconstruction and Analysis from Undersampled K-Space Data.
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
Automatic Re-orientation of 3D Echocardiographic Images in Virtual Reality Using Deep Learning.
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021
AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-center LGE MRIs.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data.
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data, 2021
Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021
Patient-Specific 3d Cellular Automata Nodule Growth Synthesis In Lung Cancer Without The Need Of External Data.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Comparison of Classical Machine Learning & Deep Learning to Characterise Fibrosis & Inflammation Using Quantitative MRI.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge.
IEEE Trans. Medical Imaging, 2020
Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation.
IEEE Trans. Medical Imaging, 2020
IEEE J. Biomed. Health Informatics, 2020
IEEE Trans. Biomed. Eng., 2020
CoRR, 2020
Deep Generative Models to Simulate 2D Patient-Specific Ultrasound Images in Real Time.
Proceedings of the Medical Image Understanding and Analysis - 24th Annual Conference, 2020
A Multi-task Approach Using Positional Information for Ultrasound Placenta Segmentation.
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020
Random Style Transfer Based Domain Generalization Networks Integrating Shape and Spatial Information.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020
Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2019
IEEE Trans. Medical Imaging, 2019
Segmentation of Vasculature From Fluorescently Labeled Endothelial Cells in Multi-Photon Microscopy Images.
IEEE Trans. Medical Imaging, 2019
Regional Multi-View Learning for Cardiac Motion Analysis: Application to Identification of Dilated Cardiomyopathy Patients.
IEEE Trans. Biomed. Eng., 2019
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning.
Medical Image Anal., 2019
CoRR, 2019
Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space.
CoRR, 2019
Comput. Medical Imaging Graph., 2019
High-quality segmentation of low quality cardiac MR images using k-space artefact correction.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019
Towards Whole Placenta Segmentation at Late Gestation Using Multi-view Ultrasound Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Machine Learning for Medical Image Reconstruction, 2019
Detection and Correction of Cardiac MRI Motion Artefacts During Reconstruction from k-space.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019
Image Reconstruction in a Manifold of Image Patches: Application to Whole-Fetus Ultrasound Imaging.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Explicit Topological Priors for Deep-Learning Based Image Segmentation Using Persistent Homology.
Proceedings of the Information Processing in Medical Imaging, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
IEEE Trans. Medical Imaging, 2018
CoRR, 2018
A level-set approach to joint image segmentation and registration with application to CT lung imaging.
Comput. Medical Imaging Graph., 2018
Fast Groupwise 4D Deformable Image Registration for Irregular Breathing Motion Estimation.
Proceedings of the Biomedical Image Registration - 8th International Workshop, 2018
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018
LSTM Spatial Co-transformer Networks for Registration of 3D Fetal US and MR Brain Images.
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
XeMRI to CT Lung Image Registration Enhanced with Personalized 4DCT-Derived Motion Model.
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
Learning Associations Between Clinical Information and Motion-Based Descriptors Using a Large Scale MR-derived Cardiac Motion Atlas.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Deep Learning Using K-Space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018
EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging Without External Trackers.
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018
Automated CNN-Based Reconstruction of Short-Axis Cardiac MR Sequence from Real-Time Image Data.
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Dense volumetric detection and segmentation of mediastinal lymph nodes in chest CT images.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Fully automated myocardial strain estimation from cine MRI using convolutional neural networks.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Automatic left ventricular outflow tract classification for accurate cardiac MR planning.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Supervoxels for graph cuts-based deformable image registration using guided image filtering.
J. Electronic Imaging, 2017
Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent Networks.
CoRR, 2017
Editorial for the special issue of "Computational methods for molecular imaging" for computerized medical imaging and graphics.
Comput. Medical Imaging Graph., 2017
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Fast Registration of 3D Fetal Ultrasound Images Using Learned Corresponding Salient Points.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Hessian-assisted supervoxel: structure-oriented voxel clustering and application to mediastinal lymph node detection from CT volumes.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2016
Advances and challenges in deformable image registration: From image fusion to complex motion modelling.
Medical Image Anal., 2016
Pieces-of-parts for supervoxel segmentation with global context: Application to DCE-MRI tumour delineation.
Medical Image Anal., 2016
Deformable image registration by combining uncertainty estimates from supervoxel belief propagation.
Medical Image Anal., 2016
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016
Regression analysis for assessment of myelination status in preterm brains with magnetic resonance imaging.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Graph Cuts-Based Registration Revisited: A Novel Approach for Lung Image Registration Using Supervoxels and Image-Guided Filtering.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Tumor Growth Estimation via Registration of DCE-MRI Derived Tumor Specific Descriptors.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
2015
Medical Image Anal., 2015
Evaluation of automatic neonatal brain segmentation algorithms: The NeoBrainS12 challenge.
Medical Image Anal., 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Correlating Tumour Histology and ex vivo MRI Using Dense Modality-Independent Patch-Based Descriptors.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2015
Filling Large Discontinuities in 3D Vascular Networks Using Skeleton- and Intensity-Based Information.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
2014
Proceedings of the Registration and Recognition in Images and Videos, 2014
Spatio-temporal pharmacokinetic model based registration of 4D PET neuroimaging data.
NeuroImage, 2014
An implicit sliding-motion preserving regularisation via bilateral filtering for deformable image registration.
Medical Image Anal., 2014
Motion Correction of Intravital Microscopy of Preclinical Lung Tumour Imaging Using Multichannel Structural Image Descriptor.
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014
A New Similarity Metric for Groupwise Registration of Variable Flip Angle Sequences for Improved T 10 Estimation in DCE-MRI.
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014
Combined PET-MR Brain Registration to Discriminate between Alzheimer's Disease and Healthy Controls.
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014
A Semi-automated Toolkit for Analysis of Liver Cancer Treatment Response Using Perfusion CT.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014
Automated Colorectal Tumour Segmentation in DCE-MRI Using Supervoxel Neighbourhood Contrast Characteristics.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
An MRF-Based Discrete Optimization Framework for Combined DCE-MRI Motion Correction and Pharmacokinetic Parameter Estimation.
Proceedings of the Bayesian and grAphical Models for Biomedical Imaging, 2014
2013
Hybrid Feature-Based Diffeomorphic Registration for Tumor Tracking in 2-D Liver Ultrasound Images.
IEEE Trans. Medical Imaging, September, 2013
IEEE Trans. Medical Imaging, 2013
IEEE Trans. Medical Imaging, 2013
Piecewise-diffeomorphic image registration: Application to the motion estimation between 3D CT lung images with sliding conditions.
Medical Image Anal., 2013
pCT derived arterial input function for improved pharmacokinetic analysis of longitudinal dceMRI for colorectal cancer.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Complex Lung Motion Estimation via Adaptive Bilateral Filtering of the Deformation Field.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
A Generalised Spatio-Temporal Registration Framework for Dynamic PET Data: Application to Neuroreceptor Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Personalised Estimation of the Arterial Input Function for Improved Pharmacokinetic Modelling of Colorectal Cancer Using dceMRI.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
Towards Realtime Multimodal Fusion for Image-Guided Interventions Using Self-similarities.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Rigid Registration of Untracked Freehand 2D Ultrasound Sweeps to 3D CT of Liver Tumours.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
The Impact of Heterogeneity and Uncertainty on Prediction of Response to Therapy Using Dynamic MRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Edge- and Detail-Preserving Sparse Image Representations for Deformable Registration of Chest MRI and CT Volumes.
Proceedings of the Information Processing in Medical Imaging, 2013
Realistic biomechanical model of a cancerous breast for the registration of prone to supine deformations.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
NeuroImage, 2012
Reconstruction of fetal brain MRI with intensity matching and complete outlier removal.
Medical Image Anal., 2012
MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration.
Medical Image Anal., 2012
Joint estimation of subject motion and tracer kinetic parameters of dynamic PET data in an EM framework.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2012
Globally Optimal Deformable Registration on a Minimum Spanning Tree Using Dense Displacement Sampling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Piecewise-diffeomorphic registration of 3D CT/MR pulmonary images with sliding conditions.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Textural mutual information based on cluster trees for multimodal deformable registration.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Hybrid feature-based Log-Demons registration for tumour tracking in 2-D liver ultrasound images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
IEEE Trans. Medical Imaging, 2011
Int. J. Biomed. Imaging, 2011
Brain Extraction Methods for Neonates.
Proceedings of the Medical Image Understanding and Analysis, 2011
Probabilistic Segmentation Propagation from Uncertainty in Registration.
Proceedings of the Medical Image Understanding and Analysis, 2011
Non-rigid image registration through efficient discrete optimization.
Proceedings of the Medical Image Understanding and Analysis, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Non-local Shape Descriptor: A New Similarity Metric for Deformable Multi-modal Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Motion Correction and Parameter Estimation in dceMRI Sequences: Application to Colorectal Cancer.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Elastic registration of chest CT images with log un-biased deformations and rigidity constraint.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Corrigendum to "An evaluation of four automatic methods of segmenting the subcortical structures in the brain" [NeuroImage 47 (2009) 1435-1447].
NeuroImage, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010
Towards More Realistic Biomechanical Modelling of Tumours under Mammographic Compressions.
Proceedings of the Digital Mammography, 2010
Proceedings of the Digital Mammography, 2010
Microcalcification Detection in Digital Breast Tomosynthesis Using an Epipolar Curve Approach.
Proceedings of the Digital Mammography, 2010
A Clustering Method for the Extraction of Microcalcifications Using Epipolar Curves in Digital Breast Tomosynthesis.
Proceedings of the Digital Mammography, 2010
2009
An evaluation of four automatic methods of segmenting the subcortical structures in the brain.
NeuroImage, 2009
Overlap invariance of cumulative residual entropy measures for multimodal image alignment.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
2008
Accuracy assessment of global and local atrophy measurement techniques with realistic simulated longitudinal Alzheimer's disease images.
NeuroImage, 2008
Consistency of parametric registration in serial MRI studies of brain tumor progression.
Int. J. Comput. Assist. Radiol. Surg., 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Comparison and Evaluation of Segmentation Techniques for Subcortical Structures in Brain MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
A New Validation Method for X-ray Mammogram Registration Algorithms Using a Projection Model of Breast X-ray Compression.
IEEE Trans. Medical Imaging, 2007
Accuracy Assessment of Global and Local Atrophy Measurement Techniques with Realistic Simulated Longitudinal Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Registration of Rcbv and Adc Maps with Structural and Physiological Mr Images in Glioma Patients: Study and Validation.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
Phenomenological Model of Diffuse Global and Regional Atrophy Using Finite-Element Methods.
IEEE Trans. Medical Imaging, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Correction of misaligned slices in multi-slice MR cardiac examinations by using slice-to-volume registration.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
2004
Slice-to-volume registration using mutual information between probabilistic image classifications.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
2003
Validation of Non-Rigid Image Registration sing Finite Element Methods: Application to Breast MR Images.
IEEE Trans. Medical Imaging, 2003
Automatic Construction of 3D Statistical Deformation Models of the Brain using Non-Rigid Registration.
IEEE Trans. Medical Imaging, 2003
Proceedings of the Functional Imaging and Modeling of the Heart, 2003
2002
Quantification of Small Cerebral Ventricular Volume Changes in Treated Growth Hormone Patients using Non-Rigid Registration.
IEEE Trans. Medical Imaging, 2002
Automatic Construction of Multiple-object Three-dimensional Statistical Shape Models: Application to Cardiac Modelling.
IEEE Trans. Medical Imaging, 2002
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Finite-element based validation of nonrigid registration using single- and multilevel free-form deformations: application to contrast-enhanced MR mammography.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Validation of Volume-Preserving Non-rigid Registration: Application to Contrast-Enhanced MR-Mammography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Validation of Nonrigid Registration of Contrast-Enhanced MR Mammography Using Finite Element Methods.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002
Automatic Construction of 3D Statistical Deformation Models: Application to Patients with Schizophrenia.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002
VTK CISG Registration Toolkit: An Open Source Software Package for Affine and Nonrigid Registration of Single- and Multimodal 3D images.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002
2001
A Generic Framework for Non-rigid Registration Based on Non-uniform Multi-level Free-Form Deformations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Automatic Construction of 3D Statistical Deformation Models Using Non-rigid Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Constructing Patient Specific Models for Correcting Intraoperative Brain Deformation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Proceedings of the Information Processing in Medical Imaging, 2001
Automatic 3D ASM Construction via Atlas-Based Landmarking and Volumetric Elastic Registration.
Proceedings of the Information Processing in Medical Imaging, 2001
2000
Volume and Shape Preservation of Enhancing Lesions when Applying Non-rigid Registration to a Time Series of Contrast Enhancing MR Breast Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000
1999
Proceedings of the Medical Imaging 1999: Image Processing, 1999
Nonlinear Smoothing of MR Images Using Approximate Entropy - A Local Measure of Signal Intensity Irregularity.
Proceedings of the Information Processing in Medical Imaging, 1999
1997
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997
1996
Proceedings of the Medical Imaging 1996: Image Processing, 1996
1995
Active Contour Models for Shape Description using Multiscale Differential Invariants.
Proceedings of the British Machine Vision Conference, 1995
1994
Proceedings of the Seventh Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'94), 1994