Julia Schnabel
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Julia Schnabel's Degrees
- PhD Computer Science University of Oxford
- Masters Computer Science University of Oxford
- Bachelors Computer Science University of Oxford
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Why Is Julia Schnabel Influential?
(Suggest an Edit or Addition)According to Wikipedia, Julia A. Schnabel is Professor in Computational Imaging and AI in Medicine at Technische Universität München, Director of the Institute of Machine Learning in Biomedical Imaging at Helmholtz Zentrum München , and Chair of Computational Imaging at the School of Biomedical Engineering and Imaging Sciences at King's College London. Previously, she was Associate Professor in Engineering Science at University of Oxford where she became Full Professor of Engineering Science in 2014.
Julia Schnabel's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration (2012) (526)
- Automatic construction of 3-D statistical deformation models of the brain using nonrigid registration (2003) (473)
- Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge (2011) (442)
- A Generic Framework for Non-rigid Registration Based on Non-uniform Multi-level Free-Form Deformations (2001) (422)
- Automatic construction of multiple-object three-dimensional statistical shape models: application to cardiac modeling (2002) (405)
- Validation of nonrigid image registration using finite-element methods: application to breast MR images (2003) (295)
- Reconstruction of fetal brain MRI with intensity matching and complete outlier removal (2012) (269)
- Non-local Shape Descriptor: A New Similarity Metric for Deformable Multi-modal Registration (2011) (268)
- MRF-Based Deformable Registration and Ventilation Estimation of Lung CT (2013) (215)
- An evaluation of four automatic methods of segmenting the subcortical structures in the brain (2009) (214)
- Breast image analysis for risk assessment, detection, diagnosis, and treatment of cancer. (2013) (193)
- Automatic Construction of 3D Statistical Deformation Models Using Non-rigid Registration (2001) (181)
- Towards Realtime Multimodal Fusion for Image-Guided Interventions Using Self-similarities (2013) (146)
- Nonlinear smoothing for reduction of systematic and random errors in diffusion tensor imaging (2000) (146)
- Factors influencing the accuracy of biomechanical breast models. (2006) (122)
- Registration-based interpolation (2004) (115)
- Objective assessment of deformable image registration in radiotherapy: a multi-institution study. (2007) (111)
- Fully Automated, Quality-Controlled Cardiac Analysis From CMR: Validation and Large-Scale Application to Characterize Cardiac Function (2019) (104)
- Volume and Shape Preservation of Enhancing Lesions when Applying Non-rigid Registration to a Time Series of Contrast Enhancing MR Breast Images (2000) (101)
- A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology (2019) (98)
- Comparison and Evaluation of Segmentation Techniques for Subcortical Structures in Brain MRI (2008) (95)
- Deep Learning for PET Image Reconstruction (2020) (94)
- Automatic 3D ASM Construction via Atlas-Based Landmarking and Volumetric Elastic Registration (2001) (94)
- Evaluation of automatic neonatal brain segmentation algorithms: The NeoBrainS12 challenge (2015) (90)
- An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy (2020) (90)
- Piecewise-diffeomorphic image registration: Application to the motion estimation between 3D CT lung images with sliding conditions (2013) (87)
- VTK CISG Registration Toolkit: An Open Source Software Package for Affine and Nonrigid Registration of Single- and Multimodal 3D images (2002) (86)
- Objective assessment of deformable image registration in radiotherapy: A multi-institution study (2008) (83)
- An implicit sliding-motion preserving regularisation via bilateral filtering for deformable image registration (2014) (79)
- Validation of Non-rigid Registration Using Finite Element Methods (2001) (76)
- Probabilistic inference of regularisation in non-rigid registration (2012) (73)
- Automatic Construction of 3D Statistical Deformation Models of the Brain using Non-Rigid Registration (2003) (70)
- Left-Ventricle Quantification Using Residual U-Net (2018) (69)
- Constructing Patient Specific Models for Correcting Intraoperative Brain Deformation (2001) (67)
- BESNet: Boundary-Enhanced Segmentation of Cells in Histopathological Images (2018) (63)
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 (2018) (62)
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 (2018) (62)
- A method for the comparison of biomechanical breast models (2001) (62)
- Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning (2018) (62)
- Deformable image registration by combining uncertainty estimates from supervoxel belief propagation (2016) (61)
- Quantification of small cerebral ventricular volume changes in treated growth hormone patients using nonrigid registration (2002) (59)
- Advances and challenges in deformable image registration: From image fusion to complex motion modelling (2016) (55)
- A level-set approach to joint image segmentation and registration with application to CT lung imaging (2017) (52)
- Hybrid Feature-Based Diffeomorphic Registration for Tumor Tracking in 2-D Liver Ultrasound Images (2013) (52)
- Validation of Volume-Preserving Non-rigid Registration: Application to Contrast-Enhanced MR-Mammography (2002) (50)
- Globally Optimal Deformable Registration on a Minimum Spanning Tree Using Dense Displacement Sampling (2012) (49)
- Explicit topological priors for deep-learning based image segmentation using persistent homology (2019) (49)
- Motion Correction and Parameter Estimation in dceMRI Sequences: Application to Colorectal Cancer (2011) (45)
- Phenomenological Model of Diffuse Global and Regional Atrophy Using Finite-Element Methods (2006) (45)
- Accuracy assessment of global and local atrophy measurement techniques with realistic simulated longitudinal Alzheimer's disease images (2008) (42)
- Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge (2019) (42)
- Automatic construction of multiple-object three-dimensional shape models: Application to cardiac modeling (2002) (42)
- Virtual interaction and visualisation of 3D medical imaging data with VTK and Unity (2018) (40)
- Breast Image Registration by Combining Finite Elements and Free-Form Deformations (2010) (39)
- A New Validation Method for X-ray Mammogram Registration Algorithms Using a Projection Model of Breast X-ray Compression (2007) (39)
- Comparison of biomechanical breast models: a case study (2002) (38)
- Medical Image Registration (2010) (38)
- Global and Local Interpretability for Cardiac MRI Classification (2019) (37)
- Quantitative evaluation of free-form deformation registration for dynamic contrast-enhanced MR mammography. (2007) (36)
- Registration of 3D fetal neurosonography and MRI☆ (2013) (36)
- Myocardial Delineation via Registration in a Polar Coordinate System (2002) (35)
- Model-Based and Data-Driven Strategies in Medical Image Computing (2019) (33)
- Edge detection using the local fractal dimension (1994) (33)
- Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging (2018) (32)
- Correction of misaligned slices in multi-slice cardiovascular magnetic resonance using slice-to-volume registration (2008) (32)
- Evaluation of 2D and 3D ultrasound tracking algorithms and impact on ultrasound‐guided liver radiotherapy margins (2018) (32)
- Automated Colorectal Tumour Segmentation in DCE-MRI Using Supervoxel Neighbourhood Contrast Characteristics (2014) (32)
- Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation (2019) (32)
- Longitudinal Brain MRI Analysis with Uncertain Registration (2011) (31)
- Non-parametric Discrete Registration with Convex Optimisation (2014) (31)
- Clinical Trial of Oral Nelfinavir before and during Radiation Therapy for Advanced Rectal Cancer (2016) (29)
- Magnetic Resonance Fingerprinting Using Recurrent Neural Networks (2018) (29)
- Pieces-of-parts for supervoxel segmentation with global context: Application to DCE-MRI tumour delineation☆ (2016) (27)
- Revisiting overlap invariance in medical image alignment (2008) (27)
- Probabilistic non-linear registration with spatially adaptive regularisation (2015) (26)
- Ensemble Learning Incorporating Uncertain Registration (2013) (26)
- Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention (2020) (25)
- A DCE-MRI Driven 3-D Reaction-Diffusion Model of Solid Tumor Growth (2018) (24)
- Edge- and Detail-Preserving Sparse Image Representations for Deformable Registration of Chest MRI and CT Volumes (2013) (23)
- Active Contour Models for Shape Description using Multiscale Differential Invariants (1995) (23)
- Fully automated myocardial strain estimation from cine MRI using convolutional neural networks (2018) (23)
- LSTM Spatial Co-transformer Networks for Registration of 3D Fetal US and MR Brain Images (2018) (23)
- Image Registration of Structural and Physiological MR Images of Abnormal Anatomy (2007) (23)
- Segmentation of the bladder wall using coupled level set methods (2011) (23)
- Liver Motion Estimation via Locally Adaptive Over-Segmentation Regularization (2015) (22)
- A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography. (2020) (22)
- Myocardial delineation via registration in a polar coordinate system1 (2003) (22)
- Active shape focusing (1999) (22)
- Segmentation of Vasculature From Fluorescently Labeled Endothelial Cells in Multi-Photon Microscopy Images (2019) (22)
- Dense volumetric detection and segmentation of mediastinal lymph nodes in chest CT images (2018) (22)
- Correction of misaligned slices in multi-slice MR cardiac examinations by using slice-to-volume registration (2006) (21)
- Complex Lung Motion Estimation via Adaptive Bilateral Filtering of the Deformation Field (2013) (20)
- Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent Networks (2017) (20)
- dAUTOMAP: decomposing AUTOMAP to achieve scalability and enhance performance (2019) (19)
- Regional Multi-View Learning for Cardiac Motion Analysis: Application to Identification of Dilated Cardiomyopathy Patients (2019) (19)
- Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection (2018) (19)
- Multi-view Image Reconstruction: Application to Fetal Ultrasound Compounding (2018) (19)
- Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction (2018) (18)
- Consistency of parametric registration in serial MRI studies of brain tumor progression (2008) (18)
- Multiscale shape description of MR brain images using active contour models (1996) (17)
- Hybrid feature-based Log-Demons registration for tumour tracking in 2-D liver ultrasound images (2012) (17)
- Classification of amyloid status using machine learning with histograms of oriented 3D gradients (2016) (17)
- Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space (2019) (16)
- Weakly Supervised Localisation for Fetal Ultrasound Images (2018) (16)
- Multi-scale active shape description in medical imaging. (1998) (16)
- Virtual reality three-dimensional echocardiographic imaging for planning surgical atrioventricular valve repair (2021) (16)
- A Bayesian Approach for Spatially Adaptive Regularisation in Non-rigid Registration (2013) (16)
- AtrialJSQnet: A New Framework for Joint Segmentation and Quantification of Left Atrium and Scars Incorporating Spatial and Shape Information (2020) (15)
- Registration of 3D Fetal Brain US and MRI (2012) (15)
- Discontinuity preserving regularisation for variational optical-flow registration using the modified L p norm (2010) (15)
- Towards Whole Placenta Segmentation at Late Gestation Using Multi-view Ultrasound Images (2019) (15)
- Quantifying Small Changes in Brain Ventricular Volume Using Non-rigid Registration (2001) (15)
- Functional Parameters Derived from Magnetic Resonance Imaging Reflect Vascular Morphology in Preclinical Tumors and in Human Liver Metastases (2018) (14)
- Toward physiologically motivated registration of diagnostic CT and PET/CT of lung volumes. (2013) (14)
- Deformable multimodal registration with gradient orientation based on structure tensors (2012) (14)
- A landmark-free morphometrics pipeline for high-resolution phenotyping: application to a mouse model of Down syndrome (2021) (13)
- Probabilistic Segmentation Propagation from Uncertainty in Registration (2011) (13)
- Impact of image-based motion correction on dopamine D3/D2 receptor occupancy—comparison of groupwise and frame-by-frame registration approaches (2015) (12)
- Quantitative assessment of myelination patterns in preterm neonates using T2-weighted MRI (2019) (12)
- Comparison of linear and nonlinear implementation of the compartmental tissue uptake model for dynamic contrast‐enhanced MRI (2016) (12)
- Automated mediastinal lymph node detection from CT volumes based on intensity targeted radial structure tensor analysis (2017) (12)
- Fast Registration of 3D Fetal Ultrasound Images Using Learned Corresponding Salient Points (2017) (12)
- Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A Review (2021) (12)
- Overlap invariance of cumulative residual entropy measures for multimodal image alignment (2009) (12)
- Non-Rigid Multimodal Medical Image Registration using Optical Flow and Gradient Orientation (2010) (12)
- Robust Liver Ultrasound Tracking using Dense Distinctive Image Features (2015) (12)
- Multispectral Image Registration Based on Local Canonical Correlation Analysis (2014) (12)
- Spatio-temporal pharmacokinetic model based registration of 4D PET neuroimaging data (2014) (12)
- AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-Center LGE MRIs (2021) (11)
- Fusion of rat brain histology and MRI using weighted multi-image mutual information (2008) (11)
- Textural mutual information based on cluster trees for multimodal deformable registration (2012) (11)
- Registration and Segmentation in Medical Imaging (2014) (11)
- Automatic Shadow Detection in 2D Ultrasound Images (2018) (11)
- Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information (2020) (10)
- Registration-based mesh construction technique for finite-element models of brains (2002) (10)
- Oncological image analysis (2016) (10)
- Accuracy Assessment of Global and Local Atrophy Measurement Techniques with Realistic Simulated Longitudinal Data (2007) (10)
- Rigid Registration of Untracked Freehand 2D Ultrasound Sweeps to 3D CT of Liver Tumours (2013) (9)
- Fusion of perpendicular anisotropic MRI sequences (2011) (9)
- Slice-to-volume registration using mutual information between probabilistic image classifications (2004) (9)
- The Comparison of Biomechanical Breast Models : Initial Results (2002) (9)
- GIFTed Demons: deformable image registration with local structure-preserving regularization using supervoxels for liver applications (2018) (9)
- Uncertainty Estimates for Improved Accuracy of Registration-Based Segmentation Propagation using Discrete Optimisation (2014) (9)
- Is MC Dropout Bayesian? (2021) (9)
- Towards a more realistic biomechanical modelling of breast malignant tumours (2012) (9)
- Automatic left ventricular outflow tract classification for accurate cardiac MR planning (2018) (9)
- Classification of clusters of microcalcifications in digital breast tomosynthesis (2010) (9)
- Correlating Tumour Histology and ex vivo MRI Using Dense Modality-Independent Patch-Based Descriptors (2015) (8)
- High-quality segmentation of low quality cardiac MR images using k-space artefact correction (2018) (8)
- Validation of rigid registration of mammographic images (2011) (8)
- Piecewise-diffeomorphic registration of 3D CT/MR pulmonary images with sliding conditions (2012) (8)
- Exploring a new paradigm for the fetal anomaly ultrasound scan: Artificial intelligence in real time (2021) (8)
- Nonlinear Smoothing of MR Images Using Approximate Entropy - A Local Measure of Signal Intensity Irregularity (1999) (8)
- Non-rigid image registration through efficient discrete optimization (2011) (8)
- Non-local Graph-Based Regularization for Deformable Image Registration (2016) (8)
- Complete Fetal Head Compounding from Multi-view 3D Ultrasound (2019) (8)
- Filling Large Discontinuities in 3D Vascular Networks Using Skeleton- and Intensity-Based Information (2015) (7)
- On the Usage of GPUs for Efficient Motion Estimation in Medical Image Sequences (2011) (7)
- A Multi-task Approach Using Positional Information for Ultrasound Placenta Segmentation (2020) (7)
- A New Similarity Metric for Groupwise Registration of Variable Flip Angle Sequences for Improved T 10 Estimation in DCE-MRI (2014) (7)
- Diffeomorphic registration with sliding conditions : Application to the registration of lungs CT images (2011) (7)
- Supervoxels for graph cuts-based deformable image registration using guided image filtering (2017) (7)
- Memory-Efficient Training for Fully Unrolled Deep Learned PET Image Reconstruction with Iteration-Dependent Targets (2021) (6)
- Synthesising Images and Labels Between MR Sequence Types with CycleGAN (2019) (6)
- Artefact detection in video endoscopy using retinanet and focal loss function (2019) (6)
- Virtual linear measurement system for accurate quantification of medical images (2019) (6)
- Simulation of Local and Global Atrophy in Alzheimer's Disease Studies (2006) (6)
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 (2018) (6)
- Graph Cuts-Based Registration Revisited: A Novel Approach for Lung Image Registration Using Supervoxels and Image-Guided Filtering (2016) (6)
- Registration-Based Interpolation Using a High-Resolution Image for Guidance (2004) (6)
- Elastic registration of chest CT images with log un-biased deformations and rigidity constraint (2011) (6)
- Improving In Vivo High-Resolution CT Imaging of the Tumour Vasculature in Xenograft Mouse Models through Reduction of Motion and Bone-Streak Artefacts (2015) (6)
- Image Reconstruction in a Manifold of Image Patches: Application to Whole-Fetus Ultrasound Imaging (2019) (6)
- Validation of Non-rigid Registration of Contrast-Enhanced MR Mammography Using Finite Element Methods (2002) (6)
- A Virtual Reality System for Improved Image-Based Planning of Complex Cardiac Procedures (2021) (6)
- Measurement of hippocampal volume changes in serial MRI scans (1999) (6)
- Regional Differences in End-Diastolic Volumes between 3D Echo and CMR in HLHS Patients (2016) (6)
- Modelling Tumour Growth Patterns with Non-Rigid Image Registration (2007) (6)
- Patch-based lung ventilation estimation using multi-layer supervoxels (2019) (5)
- The Impact of Heterogeneity and Uncertainty on Prediction of Response to Therapy Using Dynamic MRI Data (2013) (5)
- An Inverse Problem Approach to the Estimation of Volume Change (2005) (5)
- Towards 3D registration of fetal brain MRI and ultrasound (2012) (5)
- Hessian-assisted supervoxel: structure-oriented voxel clustering and application to mediastinal lymph node detection from CT volumes (2017) (5)
- Automatic Shadow Detection in 2D Ultrasound (2018) (5)
- Automated CNN-Based Reconstruction of Short-Axis Cardiac MR Sequence from Real-Time Image Data (2018) (5)
- Multiview Machine Learning Using an Atlas of Cardiac Cycle Motion (2017) (5)
- MRI-Guided Motion-Corrected PET Image Reconstruction for Cardiac PET/MRI (2021) (5)
- Spatial-temporal Pharmacokinetic Model Based Registration of 4D Brain PET Data (2012) (5)
- Realistic biomechanical model of a cancerous breast for the registration of prone to supine deformations (2013) (5)
- Automatic Construction of Biventricular Statistical Shape Models (2003) (5)
- Robust Super-Resolution Reconstruction with Multi-Modal Registration and Guidance (2015) (5)
- Tumour subregion analysis of colorectal liver metastases using semi-automated clustering based on DCE-MRI: Comparison with histological subregions and impact on pharmacokinetic parameter analysis. (2020) (5)
- Finite-element based validation of nonrigid registration using single- and multilevel free-form deformations: application to contrast-enhanced MR mammography (2002) (5)
- Whole tumor kinetics analysis of 18F-fluoromisonidazole dynamic PET scans of non-small cell lung cancer patients, and correlations with perfusion CT blood flow (2018) (4)
- Multi-modal diffeomorphic registration using mutual information : Application to the registration of CT and MR pulmonary images (2011) (4)
- EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers (2018) (4)
- Unity and VTK for VR Medical Image Analysis-an Initial Clinical Evaluation (2019) (4)
- FastReg: Fast Non-Rigid Registration via Accelerated Optimisation on the Manifold of Diffeomorphisms (2019) (4)
- A probabilistic non-rigid registration framework using local noise estimates (2012) (4)
- A Generalised Spatio-Temporal Registration Framework for Dynamic PET Data: Application to Neuroreceptor Imaging (2013) (4)
- Multi-Scale Active Shape Description (1997) (3)
- Combined PET-MR Brain Registration to Discriminate between Alzheimer's Disease and Healthy Controls (2014) (3)
- Shape Description Methods for Medical Images (1995) (3)
- Non-rigid chest image registration with preservation of topology and rigid structures (2011) (3)
- The Pitfalls of Sample Selection: A Case Study on Lung Nodule Classification (2021) (3)
- Personalised Estimation of the Arterial Input Function for Improved Pharmacokinetic Modelling of Colorectal Cancer Using dceMRI (2013) (3)
- Microcalcification Detection in Digital Breast Tomosynthesis Using an Epipolar Curve Approach (2010) (3)
- Segmentation of Myelin-like Signals on Clinical MR Images for Age Estimation in Preterm Infants (2018) (3)
- Regression analysis for assessment of myelination status in preterm brains with magnetic resonance imaging (2016) (3)
- Scale-Space Implementation in the UK IUE Project (1998) (3)
- Towards More Realistic Biomechanical Modelling of Tumours under Mammographic Compressions (2010) (3)
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2018: 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I (2018) (3)
- MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2006, PT 2 (2005) (3)
- Fast Groupwise 4D Deformable Image Registration for Irregular Breathing Motion Estimation (2018) (3)
- Joint estimation of subject motion and tracer kinetic parameters of dynamic PET data in an EM framework (2012) (3)
- A Clustering Method for the Extraction of Microcalcifications Using Epipolar Curves in Digital Breast Tomosynthesis (2010) (3)
- Corrigendum to “An evaluation of four automatic methods of segmenting the subcortical structures in the brain” [NeuroImage 47 (2009) 1435–1447] (2010) (3)
- Application of high-resolution landmark-free morphometrics to a mouse model of Down Syndrome reveals a tightly localised cranial phenotype (2019) (2)
- A DCE-MRI imaging-based model for simulation of vascular tumour growth (2016) (2)
- A landmark-free morphometrics pipeline for high-resolution phenotyping: application to a mouse model of Down syndrome. (2021) (2)
- pCT derived arterial input function for improved pharmacokinetic analysis of longitudinal dceMRI for colorectal cancer (2013) (2)
- Deep Learning Based Approach to Quantification of PET Tracer Uptake in Small Tumors (2019) (2)
- Learning associations between clinical information and motion-based descriptors using a large scale MR-derived cardiac motion atlas (2018) (2)
- Improved 3D tumour definition and quantification of uptake in simulated lung tumours using deep learning (2022) (2)
- Fractal Feature Analysis and Classification of MS Lesions (1995) (2)
- Immersive visualisation of intracardiac blood flow in virtual reality on a patient with HLHS (2021) (2)
- P1566 Evaluation of haptic feedback for interaction with volumetric image data in virtual reality (2020) (2)
- Rendering Implementation in the UK IUE Project (1998) (2)
- An MRF-Based Discrete Optimization Framework for Combined DCE-MRI Motion Correction and Pharmacokinetic Parameter Estimation (2014) (2)
- P801 A virtual reality tool for measurement of 3D echocardiographic images (2020) (2)
- Quality-aware Cine Cardiac MRI Reconstruction and Analysis from Undersampled k-space Data (2021) (2)
- P1417 Acceptability of a virtual reality system for examination of congenital heart disease patients (2020) (2)
- Placenta segmentation in ultrasound imaging: Addressing sources of uncertainty and limited field-of-view (2022) (2)
- Regional lung ventilation estimation based on supervoxel tracking (2018) (2)
- The reconstruction of microcalcification clusters in digital breast tomosynthesis (2010) (2)
- Oral nelfinavir before and during radiation therapy for rectal cancer: Changes in tumor perfusion and correlation between tissue and radiological markers of response. (2014) (2)
- Simultaneous Bayesian Estimation of Motion and Pharmacokinetic Parameters in Dynamic Contrast-Enhanced MRI for the Discrimination of Responders in Colorectal Cancer (2011) (2)
- A Biomechanical model of spiculated tumours under mammographic compressions (2010) (2)
- PRETUS: A plug-in based platform for real-time ultrasound imaging research (2021) (1)
- Hierarchical Shape Description of MR Brain Images Based on Active Contour Models and Multi-Scale Differential Invariants (2007) (1)
- XeMRI to CT Lung Image Registration Enhanced with Personalized 4DCT-Derived Motion Model (2018) (1)
- Tumor Growth Estimation via Registration of DCE-MRI Derived Tumor Specific Descriptors (2016) (1)
- MEDICAL IMAGING 2008: IMAGE PROCESSING, PTS 1-3 (2008) (1)
- A Deep Learning-based Integrated Framework for Quality-aware Undersampled Cine Cardiac MRI Reconstruction and Analysis (2022) (1)
- Automated Quality Controlled Analysis of 2D Phase Contrast Cardiovascular Magnetic Resonance Imaging (2022) (1)
- The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data (2021) (1)
- The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images (2021) (1)
- Guest Editorial: Deep Learning in Ultrasound Imaging (2020) (1)
- Log-unbiased elastic image registration with spatial constraint 1 Log-unbiased elastic image registration with spatial constraint for 3 D CT lung images (2010) (1)
- What do we learn? Debunking the Myth of Unsupervised Outlier Detection (2022) (1)
- Evaluation of local and global atrophy measurement techniques with simulated Alzheimer's disease data (2007) (1)
- Screen Tracking for Clinical Translation of Live Ultrasound Image Analysis Methods (2020) (1)
- Motion Correction of Intravital Microscopy of Preclinical Lung Tumour Imaging Using Multichannel Structural Image Descriptor (2014) (1)
- Special issue on MICCAI 2018 (2019) (1)
- Syn-Net for Synergistic Deep-Learned PET-MR Reconstruction (2020) (1)
- Automatic construction of 3D statistical shape models using non-rigid registration (2003) (1)
- Deep Generative Models to Simulate 2D Patient-Specific Ultrasound Images in Real Time (2020) (1)
- Evolving polarisation of infiltrating and alveolar macrophages in the lung during metastatic progression of melanoma suggests CCR1 as a therapeutic target (2022) (1)
- Investigation of Single- Versus Joint-Modality PET-MR Registration for 18F-Florbetapir Quantification: Application to Alzheimer’s Disease (2015) (1)
- REGISTRATION OF RCBV AND ADC MAPS WITH STRUCTURAL AND PHYSIOLOGICAL MR IMAGES IN GLIOMA PATIENTS: STUDY AND VALIDATION (2007) (1)
- Clinical feasibility of texture analysis in DCE MRI of patients receiving selective internal radiation therapy (2017) (1)
- Automatic Re-orientation of 3D Echocardiographic Images in Virtual Reality Using Deep Learning (2021) (1)
- Patient-Specific 3d Cellular Automata Nodule Growth Synthesis In Lung Cancer Without The Need Of External Data (2021) (1)
- PHARMACOKINETIC MODELLING OF LONGITUDINAL DCEMRI SCANS FOR ASSESSMENT OF TUMOUR GROWTH (2013) (1)
- Automatic orientation cues for intuitive immersive interrogation of 3D echocardiographic images in virtual reality using deep learning (2021) (1)
- 15 Automatic mis-triggering artefact detection for image quality assessment of cardiac MRI (2018) (1)
- Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study (2023) (1)
- A landmark-free morphometrics pipeline: Application to characterise a Down syndrome model skull phenotype (2019) (1)
- Iteration-Dependent Networks and Losses for Unrolled Deep Learned FBSEM PET Image Reconstruction (2020) (1)
- Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging (2018) (0)
- Evaluation of 3D GANs for Lung Tissue Modelling in Pulmonary CT (2022) (0)
- 1876 Sources of errors in pharmacokinetic analysis of DCE-MRI (2013) (0)
- 4d Treatment Planning Workshop 2015 7 Th International Workshop for Planning and Delivery of Radiotherapy to Non-static Targets (2015) (0)
- Multi-Spectral MRI Analysis of Bladder Wall Segmentation Using the Level Set Approach (2015) (0)
- Noise Reduction in Diffusion Tensor Imaging – Reducing Systematic Anisotropy Errors (2007) (0)
- Complex Motion Modelling in Cancer Imaging (2015) (0)
- Modelling tissue deformations using free-form modes of vibration (2004) (0)
- Multi-Scale Shape Analysis in 3 D Medical Images (2007) (0)
- Computer-aided detection and classification of microcalcifications in digital breast tomosynthesis (2012) (0)
- A variational Bayesian method for similarity learning in non-rigid image registration (2022) (0)
- Reversing the Abnormal: Pseudo-Healthy Generative Networks for Anomaly Detection (2023) (0)
- ELASTIC IMAGE REGISTRATION USING COMPOSITION OF DEFORMATION FIELDS (1999) (0)
- Validation of Nonrigid Registration of Contrast-Enhanced MR Mammography Using Finite Element Methods (2002) (0)
- Quantifying response to CRT in colorectal cancer patients from dynamic imaging (2013) (0)
- Magnetic Resonance Image Processing (1995) (0)
- Image-Based Artefact Removal in Laser Scanning Microscopy (2020) (0)
- Computer-assisted volumetric tumour assessment for the evaluation of patient response in malignant pleural mesothelioma (2011) (0)
- A probabilistic approach to non-rigid medical image registration (2012) (0)
- Bayesian analysis of the prevalence bias: learning and predicting from imbalanced data (2021) (0)
- Snake Implementation in the UK IUE Project (2007) (0)
- Biomedical Cancer Imaging Analysis (2012) (0)
- Dense Syn-Net: Inter-Modal and Self-Guided Deep Learned PET-MR Reconstruction (2021) (0)
- Oversegmenting Graphs (2018) (0)
- Fast fetal head compounding from multi-view 3D ultrasound (2023) (0)
- Application of high-resolution landmark-free morphometrics to a 1 mouse model of Down Syndrome reveals a tightly localised cranial 2 phenotype 3 4 5 (2020) (0)
- An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy (2020) (0)
- A Semi-automated Toolkit for Analysis of Liver Cancer Treatment Response Using Perfusion CT (2014) (0)
- University of Dundee Joint Prediction and Classification of Brain Image Evolution Trajectories from Baseline Brain Image with Application to Early Dementia Gafurolu, Can; Rekik, Islem; Alzheimer's Disease Neuroimaging Initiative (2018) (0)
- Deep Learning-Based Detection of Motion-Affected k-Space Lines for T2*-Weighted MRI (2023) (0)
- Automatic Construction of 3D Statistical Deformation Models: Application to Patients with Schizophrenia (2002) (0)
- Self-Guided and MR-Guided Deep-Learned Post-Reconstruction PET Processing (2021) (0)
- IJCARS-MICCAI 2018 special issue (2019) (0)
- Brain Extraction Methods for Neonates (2011) (0)
- Editorial for the special issue of "Computational methods for molecular imaging" for computerized medical imaging and graphics (2017) (0)
- A DCE-MRI imaging-based model for simulation of vascular tumour growth. (2016) (0)
- TBS: Tensor-Based Supervoxels for Unfolding the Heart (2017) (0)
- Multi-Atlas Segmentation Propagation with Uncertainty Estimates from Belief Propagation (2013) (0)
- Editorial for the Workshop on Biomedical Image Registration (WBIR) 2016 (2016) (0)
- Comparison of Classical Machine Learning & Deep Learning to Characterise Fibrosis & Inflammation Using Quantitative MRI (2021) (0)
- Extended reality for procedural planning and guidance in structural heart disease - a review of the state-of-the-art. (2023) (0)
- A new validation method for validation of X-ray Mammogram Registration Algorithms using a Projection Model of Breast X-ray Compression (2008) (0)
- 3D Masked Autoencoders with Application to Anomaly Detection in Non-Contrast Enhanced Breast MRI (2023) (0)
- Mass Transportation for Deformable Image Registration with Application to Lung CT (2017) (0)
- Towards quantitative follow-up for anatomical and functional whole-body MRI (2018) (0)
- Nuclear and Plasma Sciences (2015) (0)
- A DCE-MRI Driven 3-D Reaction-Diffusion Model of Solid Tumour Growth the microscopic aspect of tumour growth. Models can range from simple exponential, logistic and Gompertzian growth (2017) (0)
- Evaluation of a Linear Measurement Tool in Virtual Reality for Assessment of Multimodality Imaging Data—A Phantom Study (2022) (0)
- Mechanically Powered Motion Imaging Phantoms: Proof of Concept (2019) (0)
- Adapted and Oversegmenting Graphs: Application to Geometric Deep Learning (2018) (0)
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