Automated SSIM regression for detection and quantification of motion artefacts in brain MR images
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Automated SSIM regression for detection and quantification of motion artefacts in brain MR images
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2022, insges. 9 S.

DDoS-UNet - incorporating temporal information using dynamic dual-channel UNet for enhancing super-resolution of dynamic MRI
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.

Learning to segment brain tumours using an explainable classifier
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.

MICDIR - multi-scale Inverse-consistent deformable image registration using UNetMSS with self-constructing graph latent
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Motion-robust dynamic abdominal MRI using k-t GRASP and dynamic dual-channel training of super-resolution U-Net (DDoS-UNet)
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.

Multi-scale UNet with self-constructing graph latent for deformable image registration
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Reference-less SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MRIs
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.

StRegA - unsupervised anomaly detection in brain MRIs using compact context-encoding variational autoencoder
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.

Uncertainty quantification for ground-truth free evaluation of deep learning reconstructions
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.

Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2022, insges. 14 S.

TorchEsegeta - framework for interpretability and explainability of image-based deep learning models
In: Applied Sciences - Basel: MDPI, Bd. 12 (2022), 4, insges. 20 S.

Characterization of shear zones in soft granular beds by means of a novel magnetic resonance imaging technique
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Classification of brain tumours in MR images using deep spatiospatial models
In: Scientific reports - [London]: Macmillan Publishers Limited, part of Springer Nature, Bd. 12 (2022), insges. 11 S.

DS6, deformation-aware semi-supervised learning - application to small vessel segmentation with noisy training data
In: Journal of imaging - Basel: MDPI, Bd. 8 (2022), 10, insges. 22 S.

Imaging of the pial arterial vasculature of the human brain in vivo using high-resolution 7T time-of-flight angiography
In: eLife - Cambridge: eLife Sciences Publications, Bd. 11 (2022), insges. 35 S.

Pulsatility index in the basal ganglia arteries increases with age in elderly with and without cerebral small vessel disease
In: American journal of neuroradiology - Oak Brook, Ill.: Soc., Bd. 43 (2022), 4, S. 540-546

Quantitative evaluation of prospective motion correction in healthy subjects at 7T MRI
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ReconResNet: Regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
In: Computers in biology and medicine - Amsterdam [u.a.]: Elsevier Science, Bd. 143 (2022)

StRegA - unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder
In: Computers in biology and medicine - Amsterdam [u.a.]: Elsevier Science, Bd. 149 (2022)

DDoS-UNet - incorporating temporal information using dynamic dual-channel UNet for enhancing super-resolution of dynamic MRI
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Liver segmentation using turbolift learning for CT and cone-beam C-arm perfusion imaging
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StRegA - unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder
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An Ex-Vivo study of an MRI hybrid ablation system
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Combining receive coils with microposition robotics for MRI guided interventions
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Comparison of SNR between a low-field (0.26T) Tabletop-MRI and a clinical high-field (3T) scanner
In: ISMRM & SMRT Annual Meeting and Exhibition$an online experience : 15-20 May 2021 - Concord, CA: International Society for Magnetic Resonance in Medicine, 2021 . - 2021

DdoS - dynamic dual-channel U-Net for improving deep learning based super-resolution of abdominal dynamic MRI
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Disposable receive coils for MR-guided interventions
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Educational tabletop MRI system using the open-source console for real-time acquisition (OCRA)
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Electromagnetic simulations of different electrode shapes for an MRI hybrid ablation system
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Extraction of prior knowledge basis function set for model-based perfusion reconstruction of the liver
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Feasibility study of MRI-guided IRE
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Flexible split-coil design for various field strengths
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MRI safety evaluation of flexible coil
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Offcenter MRI-thermometry
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Proton resonance frequency-based 3D magnetic resonance thermometry using a stack of stars sequence for monitoring of hepatic microwave ablation
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Robustness evaluation of grangeat registration for prior-based reconstruction
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Stand-alone hardware SAR monitor based on low cost electronic standard components
In: ISMRM & SMRT Annual Meeting and Exhibition$an online experience : 15-20 May 2021 - Concord, CA: International Society for Magnetic Resonance in Medicine, 2021 . - 2021

Towards an energy monitoring system for an MRI hybrid RF ablation system
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Virtual reality-based usability laboratory for interventional MR applications
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A comparative study of deep learning based deformable image registration techniques
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021

DS6, deformation-aware semi-supervised learning - application to small vessel segmentation with noisy training data
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Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021

Going beyond the image space - undersampled MRI reconstruction directly in the k-space using a complex valued residual neural network
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021

Interpretability techniques for deep learning based segmentation models
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021

Prior-aided volume of interest CBCT image reconstruction
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ReconResNet: regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
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Resolving to super resolution multi-dimensional diffusion imaging (Super-MUDI)
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021

Unsupervised reconstruction based anomaly detection using a Variational Auto Encoder
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021

Assessment of measurement precision in single-voxel spectroscopy at 7 T - toward minimal detectable changes of metabolite concentrations in the human brain in vivo
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CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation
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Comprehensive ultrahigh resolution whole brain in vivo MRI dataset as a human phantom
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Detection of cerebral microbleeds with venous connection at 7-Tesla MRI
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Dissociable roles of cortical excitation-inhibition balance during patch-leaving versus value-guided decisions
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Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
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Hemodynamic data assimilation in a subject-specific circle of Willis geometry
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Perceived and mentally rotated contents are differentially represented in cortical depth of V1
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Publisher correction: Dissociable roles of cortical excitation-inhibition balance during patch-leaving versus value-guided decisions
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Rapid safety assessment and mitigation of radiofrequency induced implant heating using small root mean square sensors and the sensor matrix Q s
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Studying Alzheimer disease, Parkinson disease, and amyotrophic lateral sclerosis with 7-T magnetic resonance
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Studying Alzheimer disease, Parkinson disease, and amyotrophic lateral sclerosis with 7-T magnetic resonance
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The traveling heads 2.0 - multicenter reproducibility of quantitative imaging methods at 7 tesla
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3D-Printed floating cable traps for MRI guided microwave ablation
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Analytical model of a split-coil for implementation of novel type of receive coil in magnetic resonance imaging
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Design of a system for magnetic-resonance-guided irreversible electroporation
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Distributed capacitors for MR-receive-coils - theory and method
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ShuffleUNet - super resolution of diffusion-weighted MRIs using deep learning
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Simulation of SAR induced heating in infants undergoing 1.5 T magnetic resonance imaging
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Upgraded W-Net with attention gates and its application in unsupervised 3D liver segmentation
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Data-driven beam hardening correction for cone beam computed tomography
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Empfangsspulen für bildgeführte Eingriffe mittels Magnetresonanztomographie
In: Magdeburg: Universitätsbibliothek, 2021, 1 Online-Ressource (ii, 208 Seiten, 115,86 MB), Illustrationen - (Res electricae Magdeburgenses; Band 85)

Classification of brain tumours in MR images using deep spatiospatial models
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ReconResNet: regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
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ShuffleUNet: super resolution of diffusion-weighted MRIs using deep learning
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Sinogram upsampling using primal-dual UNet for undersampled CT and radial MRI reconstruction
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TorchEsegeta - framework for interpretability and explainability of image-based deep learning models
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A high fMRI activation deviation score is linked to worse clinical phenotype and Aß42/40 positivity
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Chemical sHift bAsed pRospectIve k-Space anonyMizAtion (CHARISMA)
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Classification of motion corrupted brain MR images using deep learning techniques
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Contrast prediction-based regularization for iterative reconstructions (PROSIT)
In: ISMRM 28th annual ISMRM virtual conference & exhibition, 08. - 14. August 2020/ ISMRM Annual Meeting & Exhibition, 2020, 2020, Poster 3462

Epipolar-constrained optical flow triangulation for the interior problem in CBCT
In: Online-programm - IEEE, 2020, 2020, Poster panel: 179

From PCB to simulation - a workflow instruction for designing birdcage models from production data
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Hippocampal volumetric variability is associated with memory in subjective cognitive decline
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Perceived and mentally rotated contents are differentially represented in cortical layers of V1
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Power control for an MRI ablation hybrid system
In: ISMRM 28th annual ISMRM virtual conference & exhibition, 08. - 14. August 2020/ ISMRM Annual Meeting & Exhibition, 2020, 2020, Poster 4217

Remotely controllable phantom rotation device for cross-calibration at 7T
In: ISMRM 28th annual ISMRM virtual conference & exhibition, 08. - 14. August 2020: SMRT 29th annual meeting, Concord, CA./ ISMRM Annual Meeting & Exhibition, 2020, 2020, Poster 3372

Specific absorption rate in a dedicated birdcage coil for nenoatal MRI
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Super-resolution with conditional-GAN for MR brain images
In: ISMRM 28th annual ISMRM virtual conference & exhibition, 08. - 14. August 2020: SMRT 29th annual meeting, Concord, CA./ ISMRM Annual Meeting & Exhibition, 2020, 2020, Poster 3540

Vessel distance mapping
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Evaluation of deep learning techniques for motion artifacts removal
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Retrospective motion correction of MR images using prior-assisted deep learning
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Super resolution of dynamic MRI using deep learning, enhanced by prior-knowledge
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Unsupervised learning for Abdominal MRI Segmentation using 3D Attention W-Net
In: Konferenz: ISMRM & SMRT Virtual Conference & Exhibition, 08-14 August 2020, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020

Upgraded W-net with attention gates and its application in unsupervised 3D liver segmentation
In: Konferenz: ICPRAM 2021, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020

Wavelet filtering of undersampled MRI using trainable wavelets and CNN
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Chemical shift-based prospective kspace anonymization
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Contrast-enhancement in the wall of a cerebral fusiform aneurysm in neuroborreliosis at 7 T MRI
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Corrigendum - Hippocampal vascular reserve associated with cognitive performance and hippocampal volume
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Fat navigators and Moiré phase tracking comparison for motion estimation and retrospective correction
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Hippocampal vascular reserve associated with cognitive performance and hippocampal volume
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Phase-contrast MRI detection of ventricular shunt CSF flow - proof of principle
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Prominent white matter involvement in multiple system atrophy of cerebellar type
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Transorbital alternating current stimulation modifies BOLD activity in healthy subjects and in a stroke patient with hemianopia - a 7 Tesla fMRI feasibility study
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Triple visual hemifield maps in a case of optic chiasm hypoplasia
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3D-localization of anatomic structures in tomographic images from optical flow of projection images
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Entropy-based SVM classifier for automatic detection of motion artifacts in clinical MRI
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Die Aufnahme ultrahochaufgelöster Magnetresonanztomographiedaten des menschlichen Gehirns in vivo und deren quantitative Analyse
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CHAOS challenge - combined (CT-MR) healthy abdominal organ segmentation
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DS6: deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset
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Exploration of interpretability techniques for deep COVID-19 classification using chest X-ray images
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Beyond high resolution - denoising during image reconstruction to improve image quality
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Comparison between the usage of same and different variable density undersampling patterns for Deep Learning based MRI Reconstruction
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Direct comparison of fat navigators and Moiré phase tracking for retrospective brain motion correction at 7T
In: ISMRM 27th annual ISMRM meeting & exhibition, 11 - 16 May 2019: SMRT 28th annual meeting, 10 13. May 2019, Montréal : QC, Canada / International Society for Magnetic Resonance in Medicine, International Society of Magnetic Resonance in Medicine, Section for Magnetic Resonance Technologists: SMRT 28th annual meeting, 10 13. May 2019, Montréal : QC, Canada/ ISMRM Annual Meeting & Exhibition ; [Konferenz: 27th Annual Meeting of International Society of Magnetic Resonance in Medicine, ISMRM, Montreal, Canada, 11 - 16 May 2019]

Estimating the patient extent from truncated CBCT projections
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GUFI safety training for ultra-high field MRI
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Generating breathing deformation model from low resolution 4D MRI
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High resolution imaging of the arterial and venous vasculature in deep gray matter
In: ISMRM 27th annual ISMRM meeting & exhibition, 11 - 16 May 2019: SMRT 28th annual meeting, 10 13. May 2019, Montréal : QC, Canada / International Society for Magnetic Resonance in Medicine, International Society of Magnetic Resonance in Medicine, Section for Magnetic Resonance Technologists: SMRT 28th annual meeting, 10 13. May 2019, Montréal : QC, Canada/ ISMRM Annual Meeting & Exhibition ; [Konferenz: 27th Annual Meeting of International Society of Magnetic Resonance in Medicine, ISMRM, Montreal, Canada, 11 - 16 May 2019]

Hippocampal subfield segmentation and partial volume effects - reliability assessment
In: ISMRM 27th annual ISMRM meeting & exhibition, 11 - 16 May 2019: SMRT 28th annual meeting, 10 13. May 2019, Montréal : QC, Canada / International Society for Magnetic Resonance in Medicine, International Society of Magnetic Resonance in Medicine, Section for Magnetic Resonance Technologists: SMRT 28th annual meeting, 10 13. May 2019, Montréal : QC, Canada/ ISMRM Annual Meeting & Exhibition ; [Konferenz: 27th Annual Meeting of International Society of Magnetic Resonance in Medicine, ISMRM, Montreal, Canada, 11 - 16 May 2019]

Image reconstruction pipeline
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Isotropic high-resolution DIADEM-VAT at UHF
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Konzeptstudie eines interventionellen Computertomographen
In: 4th Image-Guided Interventions Conference: digitalization in medicine : November 4th-5th 2019, UMM, Mannheim - Mannheim, 2019 . - 2019

MR thermometry with an ablation electrode
In: 4th Image-Guided Interventions Conference: digitalization in medicine : November 4th-5th 2019, UMM, Mannheim - Mannheim, 2019 . - 2019, insges. 2 S.

The traveling heads 2.0 - reproducibility of quantitative imaging methods at 7 Tesla
In: ISMRM 27th annual ISMRM meeting & exhibition, 11 - 16 May 2019: SMRT 28th annual meeting, 10 13. May 2019, Montréal : QC, Canada / International Society for Magnetic Resonance in Medicine, International Society of Magnetic Resonance in Medicine, Section for Magnetic Resonance Technologists: SMRT 28th annual meeting, 10 13. May 2019, Montréal : QC, Canada/ ISMRM Annual Meeting & Exhibition, 2019 . - 2019 ; [Konferenz: 27th Annual Meeting of International Society of Magnetic Resonance in Medicine, ISMRM, Montreal, Canada, 11 - 16 May 2019]

Ventral anterior cingulate glutamatergic disbalance in major depressive disorder depends on symptom severity
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A deep learning approach for reconstruction of undersampled Cartesian and Radial data
In: Konferenz: ESMRMB 2019, Rotterdam, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2019

CHAOS challenge - team OvGU MEMoRIAL
In: Symposium: IEEE International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, Apr 11, 2019, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2019

Improved flow prediction in intracranial aneurysms using data assimilation
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European Ultrahigh-Field Imaging Network for Neurodegenerative Diseases (EUFIND)
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SAR simulations for high-field MRI: How much detail, effort, and accuracy is needed?
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Systematic regional variations of GABA, glutamine, and glutamate concentrations follow receptor fingerprints of human cingulate cortex
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The European Federation of Organisations for Medical Physics Policy Statement No 14: The role of the medical physicist in the management of safety within the magnetic resonance imaging environment - EFOMP recommendations
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CFD versus MRI - Validierung der Hämodynamik in intrakraniellen Aneurysmen
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Measurement and correction of microscopic head motion during magnetic resonance imaging of the brain
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Accuracy of prospective motion correction in MRI using tracking markers on repositionable dental impressions
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Improved image segmentation with prospective motion correction in MRI
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Surface-based seeding for blood flow exploration
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Geometric distortion correction in EPI at ultra high field
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Study of human brain metabolites using magnetic resonance spectroscopy methods at 7 TESLA
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Bildbasierte Korrektur von Phasensprüngen in 4D PC-MRI Flussdaten
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Evaluating further benefits of B1+ homogenity when more transmit ch[a]nnels are used
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Improved B1+ field using a 16-channel transmit head array and an 8-channel pTx system at 7T
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Vergleich zwischen 7 Tesla 4D PC-MRI-Flussmessung und CFD-Simulation
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Radio frequency (B1) field mapping at 7T using 3D SE/STE EPI technique
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Reducing ghosting in EPI using trajectory based reconstruction with Dixon method fat suppressed navigator echoes at 7T
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Simulation and construction of a modified turnstile dipole Tx antenna for whole body 7T MRI with an extended gradient coil RF-shield of 1.58 m length
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The impact of physiological noise correction on fMRI at 7T
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Navigator accuracy requirements for prospective motion correction
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Dynamic magnetic resonance imaging of swallowing and laryngeal motion using paraellel imaging at 3 T
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High resolution fMRI of subcortical regions during visual erotic stimulation at 7 T
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Optic flow stimuli in and near the visual field centre - a group fMRI study of motion sensitive regions
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Parallel imaging in non-bijective, curvilinear magnetic field gradients - a concept study
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Reduced cerebrovascular reserve at CO 2 BOLD MR imaging is associated with increased risk of periinterventional ischemic lesions during carotid endarterectomy or stent placement - preliminary results
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The molecular basis for gray and white matter contrast in phase imaging
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fMRI evidence for sensorimotor transformations in human cortex during smooth pursuit eye movements
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A rapid sound-action association effect in human insular cortex
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High resolution single-shot EPI at 7T
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MR-encephalography - fast multi-channel monitoring of brain physiology with magnetic resonance
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Magnetic resonance lymphangiography in Kippel-Trénaunay syndrome
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Response properties of human amygdala subregions - evidence based on functional MRI combined with probabilistic anatomical maps
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Systematic investigation of balanced steady-state free precession for functional MRI in the human visual cortex at 3 Tesla
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Visual rating of T2'-blood-oxygen-level-dependent magnetic resonance imaging in acute stroke patients - a pilot study
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Advantages and limitations of prospective head motion compensation for MRI using an optical motion tracking device
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Blood oxygen level-dependent MRI allows metabolic description of tissue at risk in acutestroke patients
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Chronic lymphedema - detected with high-resolution magnetic resonance lymphangiography
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Fast chemical shift mapping with multiecho balanced SSFP
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High-resolution MR lymphangiography in patients with primary and secondary lymphedema
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Magnetic resonance imaging of freely moving objects - prospective real-time motion correction using an external optical motion tracking systems
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Postoperative lymphoceles - detection with high-resolution MR lymphangiography
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Prospective real-time slice-by-slice motion correction for fMRI in freely moving subjects
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