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List of works by Julia A. Schnabel

A Biomechanical model of spiculated tumours under mammographic compressions.

scientific article published in January 2010

A DCE-MRI Driven 3-D Reaction-Diffusion Model of Solid Tumor Growth.

scientific article published in March 2018

A level-set approach to joint image segmentation and registration with application to CT lung imaging.

scientific article published on 15 June 2017

Accuracy assessment of global and local atrophy measurement techniques with realistic simulated longitudinal Alzheimer's disease images

scientific article

Accuracy assessment of global and local atrophy measurement techniques with realistic simulated longitudinal data

article

Advances and challenges in deformable image registration: From image fusion to complex motion modelling

scientific article published on 21 June 2016

An Inverse Problem Approach to the Estimation of Volume Change

scientific article published on 01 January 2005

An evaluation of four automatic methods of segmenting the subcortical structures in the brain.

scientific article published on 20 May 2009

An implicit sliding-motion preserving regularisation via bilateral filtering for deformable image registration

scientific article published on 9 June 2014

Automated mediastinal lymph node detection from CT volumes based on intensity targeted radial structure tensor analysis

scientific article published in October 2017

Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning

scientific article published on 22 April 2019

Automatic construction of 3-D statistical deformation models of the brain using nonrigid registration

scientific article published in August 2003

Automatic construction of multiple-object three-dimensional statistical shape models: application to cardiac modeling

scientific article published in September 2002

Breast image analysis for risk assessment, detection, diagnosis, and treatment of cancer

scientific article published on 13 May 2013

Classification of amyloid status using machine learning with histograms of oriented 3D gradients

scientific article published on 10 May 2016

Classification of clusters of microcalcifications in digital breast tomosynthesis.

scientific article

Comparison and Evaluation of Segmentation Techniques for Subcortical Structures in Brain MRI

article

Comparison of linear and nonlinear implementation of the compartmental tissue uptake model for dynamic contrast-enhanced MRI ⬇️

scientific article

Correction of misaligned slices in multi-slice cardiovascular magnetic resonance using slice-to-volume registration

scientific article published on 29 February 2008

Corrigendum to “An evaluation of four automatic methods of segmenting the subcortical structures in the brain” [NeuroImage 47 (2009) 1435–1447]

scholarly article published in NeuroImage

Deformable image registration by combining uncertainty estimates from supervoxel belief propagation.

scientific article published on 19 October 2015

Edge- and detail-preserving sparse image representations for deformable registration of chest MRI and CT volumes

scientific article published in January 2013

Editorial for the special issue of "Computational methods for molecular imaging" for computerized medical imaging and graphics

scientific article published on 4 July 2017

Ensemble learning incorporating uncertain registration.

scientific article published on 27 December 2012

Evaluation of 2D and 3D ultrasound tracking algorithms and impact on ultrasound‐guided liver radiotherapy margins

scientific article published on 01 October 2018

Evaluation of automatic neonatal brain segmentation algorithms: the NeoBrainS12 challenge

scientific article published on 15 November 2014

Evaluation of registration methods on thoracic CT: the EMPIRE10 challenge

scientific article

Factors influencing the accuracy of biomechanical breast models.

scientific article published in June 2006

Functional Parameters Derived from Magnetic Resonance Imaging Reflect Vascular Morphology in Preclinical Tumors and in Human Liver Metastases

article

GIFTed Demons: deformable image registration with local structure-preserving regularization using supervoxels for liver applications.

scientific article published on 4 April 2018

Globally optimal deformable registration on a minimum spanning tree using dense displacement sampling

scientific article published on 01 January 2012

Hybrid Feature-Based Diffeomorphic Registration for Tumor Tracking in 2-D Liver Ultrasound Images ⬇️

scientific article published on May 7, 2013

Image-Based Artefact Removal in Laser Scanning Microscopy

scientific article published on 29 April 2019

Impact of image-based motion correction on dopamine D3/D2 receptor occupancy-comparison of groupwise and frame-by-frame registration approaches ⬇️

scientific article

Improving In Vivo High-Resolution CT Imaging of the Tumour Vasculature in Xenograft Mouse Models through Reduction of Motion and Bone-Streak Artefacts

scientific article

Longitudinal Brain MRI Analysis with Uncertain Registration

scientific article published on 01 January 2011

MIND: modality independent neighbourhood descriptor for multi-modal deformable registration

scientific article published on 31 May 2012

MRF-based deformable registration and ventilation estimation of lung CT.

scientific article published on 26 February 2013

Mechanically Powered Motion Imaging Phantoms: Proof of Concept

scientific article published on 01 July 2019

Myocardial delineation via registration in a polar coordinate system.

scientific article

Objective assessment of deformable image registration in radiotherapy: a multi-institution study

scientific article published on December 2008

On the Usage of GPUs for Efficient Motion Estimation in Medical Image Sequences.

scientific article

Oncological image analysis

scientific article published on 23 June 2016

Patch-based lung ventilation estimation using multi-layer supervoxels

scientific article published on 05 April 2019

Phenomenological model of diffuse global and regional atrophy using finite-element methods

scientific article published in November 2006

Pieces-of-parts for supervoxel segmentation with global context: Application to DCE-MRI tumour delineation. ⬇️

scientific article published on 21 March 2016

Piecewise-diffeomorphic image registration: application to the motion estimation between 3D CT lung images with sliding conditions.

scientific article

Probabilistic inference of regularisation in non-rigid registration.

scientific article published on 10 September 2011

Probabilistic non-linear registration with spatially adaptive regularisation.

scientific article

Quantification of small cerebral ventricular volume changes in treated growth hormone patients using nonrigid registration.

scientific article published in October 2002

Quantitative evaluation of free-form deformation registration for dynamic contrast-enhanced MR mammography.

scientific article published in April 2007

Realistic biomechanical model of a cancerous breast for the registration of prone to supine deformations.

scientific article published in January 2013

Reconstruction of fetal brain MRI with intensity matching and complete outlier removal.

scientific article published on 9 August 2012

Regional Differences in End-Diastolic Volumes between 3D Echo and CMR in HLHS Patients

scientific article

Regional Multi-View Learning for Cardiac Motion Analysis: Application to Identification of Dilated Cardiomyopathy Patients

scientific article published on 15 August 2018

Registration of 3D fetal brain US and MRI

scientific article published on 01 January 2012

Registration of 3D fetal neurosonography and MRI.

scientific article

Registration-based interpolation.

scientific article published in July 2004

Segmentation of Vasculature from Fluorescently Labeled Endothelial Cells in Multi-Photon Microscopy Images.

scientific article published on 09 August 2017

Single-Modality Supervised Joint PET-MR Image Reconstruction

scientific article published in 2023

Special issue on MICCAI 2018

scientific article published on 16 September 2019

Toward physiologically motivated registration of diagnostic CT and PET/CT of lung volumes ⬇️

scientific article published on February 1, 2013

Towards a more realistic biomechanical modelling of breast malignant tumours

scientific article published on January 12, 2012

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

scientific article published on 06 March 2020

Validation of nonrigid image registration using finite-element methods: application to breast MR images.

scientific article published in February 2003

Virtual interaction and visualisation of 3D medical imaging data with VTK and Unity

scientific article published on 21 September 2018

Virtual linear measurement system for accurate quantification of medical images

scientific article published on 02 December 2019

Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging

scientific article published on 25 April 2019

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