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]