Whole-Body Mapping of Spontaneous Mechanical Activities in Musculature. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, May 2019. [PUMA: imported]
3D Cartesian Free-running Cardiac and Respiratory Resolved Whole-heart MRI. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, May 2019. [PUMA: imported]
Automated whole-body adipose tissue segmentation in T1-weighted fast spin echo imaging in a cohort of subjects at increased risk for type 2 diabetes. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, May 2019. [PUMA: imported]
Retrospective motion correction using deep learning. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, May 2019. [PUMA: imported]
3D Cartesian Fast-interrupted Steady-state Sequence (FISS) with Intrinsic Fat Suppression. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, May 2019. [PUMA: imported]
Reinforcement Learning for Automated Reference-free MR Image Quality Assessment. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, May 2019. [PUMA: imported]
Automated Deep Learning based 3D Hip Segmentation in PD-weighted MR images of a large-scale cohort study. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, May 2019. [PUMA: imported]
Automated organ segmentation of liver and spleen in whole-body T1-weighted MR images: Transfer learning between epidemiological cohort studies. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, May 2019. [PUMA: imported]
Longitudinal Analysis of Spontaneous Mechanical Activities in Resting Leg Musculature Assessed by Diffusion-Weighted Imaging: Preliminary Results. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, May 2019. [PUMA: imported]
Feature Reduction and Selection: a Study on their Importance in the Context of Radiomics. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, May 2019. [PUMA: imported]
Towards 3D Cartesian Isotropic Free-running Cardiac and Respiratory Resolved Whole-heart MRI. Proceedings of Society for Cardiovascular Magnetic Resonance (SCMR), 2019. [PUMA: kspaceastronauts myown]
3D Cartesian fast-interrupted steady-state sequence with intrinsic fat suppression for cardiovascular imaging. Proceedings of Society for Cardiovascular Magnetic Resonance (SCMR), 2019. [PUMA: kspaceastronauts myown]
ImFEATbox - A Toolbox for Extraction and Analysis of Medical Image Features. International Journal of Computer Assisted Radiology and Surgery, 2018. [PUMA: corr iqa kspaceastronauts myown]
Graphical User Interface for Medical Deep Learning - Application to Magnetic Resonance Motion Artifact Detection. Proceedings of the IEEE Asia-Pacific Signal and Information Processing Association (APSIPA), 2018. [PUMA: iqa kspaceastronauts]
A machine-learning framework for automatic reference-free quality assessment in MRI. Magnetic Resonance Imaging, (53):134 - 147, 2018. [PUMA: iqa kspaceastronauts machinelearning] URL
Semantic Organ Segmentation in 3D whole-body MR images. Proceedings of the IEEE International Conference on Image Processing (ICIP), Athen, Greece, 2018. [PUMA: kspaceastronauts myown]
Active Learning for automated reference-free MR image quality assessment: descreasing the number of required training samples by reduction of intra-batch redundancy. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Paris, France, June 2018. [PUMA: iqa myown]
Simultaneous detection and identification of MR artifact types in whole-body imaging. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Paris, France, June 2018. [PUMA: iqa kspaceastronauts myown]
Automated segmentation of abdominal organs in T1-weighted MR images using a deep learning approach: application on a large epidemiological MR study. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Paris, France, June 2018. [PUMA: myown]
Improved subsampling trajectory for reliable assessment of cardiac and respiratory motion in 5D MRI for body motion correction. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Paris, France, June 2018. [PUMA: myown]
Motion artifact quantification and localization for whole-body MRI. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Paris, France, June 2018. [PUMA: iqa kspaceastronauts myown]
Measurement of lung perfusion using optimized pseudo-continuous arterial spin labeling of pulmonary arteries and fast True-FISP imaging at 3 Tesla. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Honolulu, Hawaii, USA, April 2017. [PUMA: myown]
Automatic Motion Artifact Detection for Whole-Body Magnetic Resonance Imaging. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018. [PUMA: iqa kspaceastronauts myown]
Impact of Labeling Process on Automated Motion Artifact Detection in Whole-Body MR Images with a Deep Learning Approach: A Comparative Study. Proceedings of the ISMRM Workshop on Machine Learning, 2018. [PUMA: iqa machinelearning myown]
Feasibility of accelerated simultaneous multislice diffusion-weighted MRI of the prostate. Journal of Magnetic Resonance Imaging, (46)5:1507--1515, 2017. [PUMA: myown] URL
Evaluation of 3D Arterial Spin Labeling Technique for Perfusion Measurements of Entire Human Kidneys using a Turbo Gradient Spin Echo Sequence. Proceedings of the Annual Scientific Meeting ESMRMB, Barcelona, Spain, October 2017. [PUMA: myown]
Automated reference-free detection of motion artifacts in magnetic resonance images. Magnetic Resonance Materials in Physics, Biology and Medicine, Sep 20, 2017. [PUMA: iqa kspaceastronauts myown] URL
MR-based respiratory and cardiac motion correction for PET imaging. Medical Image Analysis, Elsevier, 2017. [PUMA: PETMR_Moco kspaceastronauts motioncorrection myown] URL
Local All-Pass Filter (LAP): Efficient Optical Flow-Based Image Registration. Proceedings of the ISMRM Workshop on Motion Correction in MRI and MRS, Cape Town, South Africa, September 2017. [PUMA: kspaceastronauts motioncorrection myown]
Automatic reference-free motion artifact detection and quantification in T1-weighted MR images of the head and abdomen. Proceedings of the Annual Scientific Meeting ESMRMB, Barcelona, Spain, October 2017. [PUMA: iqa kspaceastronauts myown]
Simulation of tracer dose reduction in (18)F-FDG-Positron emission tomography / magnetic resonance imaging (PET/MRI): Effects on oncologic reading, image quality and artifacts. Journal of Nuclear Medicine, 2017. [PUMA: myown] URL
Motion correction on a human PET/MR scanner: Clinical feasibility of a motion correction system in patients – an update report. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Honolulu, Hawaii, USA, April 2017. [PUMA: PETMR_Moco kSpaceAstronauts myown]
Automatic reference-free detection and quantification of MR image artifacts in human examinations due to motion. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Honolulu, Hawaii, USA, April 2017. [PUMA: IQA kSpaceAstronauts kspaceastronauts myown]
Automated reference-free assessment of MR image quality using an active learning approach: Comparison of Support Vector Machine versus Deep Neural Network classification. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Honolulu, Hawaii, USA, April 2017. [PUMA: IQA kSpaceAstronauts myown]
ImFEATbox: An MR Image Processing Toolbox for Extracting and Analyzing Features. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Honolulu, Hawaii, USA, April 2017. [PUMA: IQA kSpaceAstronauts myown]
Feasibility of Accelerated Simultaneous Multi-Slice Diffusion-weighted MR Imaging of the Prostate. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Apr, Honolulu, Hawaii, USA, 2017. [PUMA: SMS myown]
Scan time reduction in DWI of the pancreas using simultaneous multislice technique with different acceleration factors: how fast can we go?. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Honolulu, Hawaii, USA, April 2017. [PUMA: SMS myown]
The use of a generalized reconstruction by inversion of coupled systems (GRICS) approach for generic respiratory motion correction in PET/MR imaging. Physics in medicine and biology, (60)6:2529-46, March 2015. [PUMA: PETMR_Moco kSpaceAstronauts myown] URL
Combined Unsupervised-Supervised Classification of Multiparametric PET/MRI Imaging Data of the Prostate. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Milano, Italy, May 2014. [PUMA: MachineLearning kSpaceAstronauts myown]
A Simple-to-Build and Cost-Efficient MR-Compatible Phantom for the Simulation of Non-Rigid Motion. Proceedings of the ISMRM Motion Correction in MRI Workshop, Tromsø, Norway, July 2014. [PUMA: MotionCorrection kSpaceAstronauts myown]
Combined unsupervised-supervised classification of multiparametric PET/MRI data: Application to prostate cancer. NMR in biomedicine, (28)7:914-22, July 2015. [PUMA: MachineLearning kSpaceAstronauts myown] URL
Scan time minimization in hepatic diffusion-weighted imaging: evaluation of the simultaneous multislice acceleration technique with different acceleration factors and gradient preparation schemes. MAGMA, (29)5:739-49, October 2016. [PUMA: SMS myown] URL
Simultaneous multislice diffusion-weighted MRI of the liver: analysis of different breathing schemes in comparison to standard DWI. Journal of Magnetic resonance imaging, (44)4:865-79, October 2016. [PUMA: SMS myown] URL
3D Motion Flow Estimation using Local All-Pass Filters. Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI), Prague, Czech Republic, April 2016. [PUMA: MotionCorrection kSpaceAstronauts myown] URL
Image Reconstruction System for Compressed Sensing Retrospective Motion Correction for the Application in Clinical Practice. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Singapore, May 2016. [PUMA: Gadgetron MotionCorrection PETMR_Moco kSpaceAstronauts myown]
Systematic evaluation of amide proton chemical exchange saturation transfer at 3T: Effects of Protein Concentration, pH, and Acquisition Parameters. Investigative Radiology, (51)10:635-46, October 2016. [PUMA: cest myown] URL
Beschleunigte Diffusionsbildgebung der Leber mittels simultaner Mehrschicht (SMS)-Technik: Einfluss des Atemschemas auf qualitative und quantitative Bildparameter. RÖFO - Fortschritte auf dem Gebiet der Radiologie 188, March 2016. [PUMA: SMS myown]
Messzeitreduktion in der Leber-Diffusionsbildgebung mittels simultaner Mehrschichttechnik: Vergleich verschiedener Präparationstechniken und Beschleunigungsfaktoren. RÖFO - Fortschritte auf dem Gebiet der Radiologie 188, March 2016. [PUMA: SMS myown]
Simultaneous multislice accelerated diffusion-weighted imaging of the liver: comparison of different breathing schemes with standard sequences as reference. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Singapore, May 2016. [PUMA: SMS myown]
The use of a MR based respiratory motion model for optimal respiratory motion correction in PET/MR imaging. Proceedings of the PSMR, Cologne, Germany, May 2016. [PUMA: PETMR_Moco kSpaceAstronauts myown]