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1Longitudinal Analysis of Spontaneous Mechanical Activities in Resting Leg Musculature Assessed by Diffusion-Weighted Imaging: Preliminary Results
M. Schwartz, G. Steidle, P. Martirosian, T. Küstner, J. Machann, C. Weigert, B. Yang, and F. Schick. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, (May 2019)
7 years ago by @thomaskuestner
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1Feature Reduction and Selection: a Study on their Importance in the Context of Radiomics
A. Liebgott, J. Steyer-Ege, T. Hepp, T. Küstner, K. Nikolaou, B. Yang, and S. Gatidis. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, (May 2019)
7 years ago by @thomaskuestner
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1Whole-Body Mapping of Spontaneous Mechanical Activities in Musculature
M. Schwartz, P. Martirosian, T. Küstner, G. Steidle, T. Feiweier, B. Yang, and F. Schick. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, (May 2019)
7 years ago by @thomaskuestner
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1Retrospective motion correction using deep learning
T. Küstner, B. Yang, F. Schick, S. Gatidis, and K. Armanious. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, (May 2019)
7 years ago by @thomaskuestner
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13D Cartesian Fast-interrupted Steady-state Sequence (FISS) with Intrinsic Fat Suppression
T. Küstner, A. Bustin, O. Jaubert, R. Neji, C. Prieto, and R. Botnar. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, (May 2019)
7 years ago by @thomaskuestner
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13D Cartesian Free-running Cardiac and Respiratory Resolved Whole-heart MRI
T. Küstner, A. Bustin, G. Cruz, T. Correia, G. Ginami, R. Neji, R. Botnar, and C. Prieto. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, (May 2019)
7 years ago by @thomaskuestner
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1Automated whole-body adipose tissue segmentation in T1-weighted fast spin echo imaging in a cohort of subjects at increased risk for type 2 diabetes
T. Küstner, M. Schwartz, Y. Zhu, P. Martirosian, B. Yang, S. Gatidis, J. Machann, and F. Schick. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, (May 2019)
7 years ago by @thomaskuestner
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1Automated Deep Learning based 3D Hip Segmentation in PD-weighted MR images of a large-scale cohort study
M. Fischer, S. Walter, C. Klinger, T. Küstner, B. Yang, M. Notohamiprodjo, and F. Schick. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, (May 2019)
7 years ago by @thomaskuestner
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1Automated organ segmentation of liver and spleen in whole-body T1-weighted MR images: Transfer learning between epidemiological cohort studies
T. Küstner, S. Müller, M. Fischer, M. Schwartz, P. Martirosian, B. Yang, F. Schick, and S. Gatidis. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, (May 2019)
7 years ago by @thomaskuestner
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1Reinforcement Learning for Automated Reference-free MR Image Quality Assessment
A. Liebgott, J. Yi, T. Küstner, K. Nikolaou, B. Yang, and S. Gatidis. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, (May 2019)
7 years ago by @thomaskuestner
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1Towards 3D Cartesian Isotropic Free-running Cardiac and Respiratory Resolved Whole-heart MRI
T. Küstner, A. Bustin, G. Cruz, T. Correia, G. Ginami, R. Neji, R. Botnar, and C. Prieto. Proceedings of Society for Cardiovascular Magnetic Resonance (SCMR), (2019)
7 years ago by @thomaskuestner
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13D Cartesian fast-interrupted steady-state sequence with intrinsic fat suppression for cardiovascular imaging
T. Küstner, A. Bustin, O. Jaubert, R. Neji, C. Prieto, and R. Botnar. Proceedings of Society for Cardiovascular Magnetic Resonance (SCMR), (2019)
7 years ago by @thomaskuestner
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1ImFEATbox - A Toolbox for Extraction and Analysis of Medical Image Features
A. Liebgott, T. Küstner, H. Strohmeier, T. Hepp, P. Mangold, P. Martirosian, F. Bamberg, K. Nikolaou, B. Yang, and S. Gatidis. International Journal of Computer Assisted Radiology and Surgery, (2018)
7 years ago by @thomaskuestner
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1Graphical User Interface for Medical Deep Learning - Application to Magnetic Resonance Motion Artifact Detection
S. Milde, A. Liebgott, Z. Wu, W. Feng, J. Yang, L. Mauch, P. Martirosian, F. Bamberg, K. Nikolaou, S. Gatidis and 3 other author(s). Proceedings of the IEEE Asia-Pacific Signal and Information Processing Association (APSIPA), (2018)
7 years ago by @thomaskuestner
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1A machine-learning framework for automatic reference-free quality assessment in MRI
T. Küstner, S. Gatidis, A. Liebgott, M. Schwartz, L. Mauch, P. Martirosian, H. Schmidt, N. Schwenzer, K. Nikolaou, F. Bamberg and 2 other author(s). Magnetic Resonance Imaging, (2018)
7 years ago by @thomaskuestner
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1Semantic Organ Segmentation in 3D whole-body MR images
T. Küstner, S. Müller, M. Fischer, J. Weiß, K. Nikolaou, F. Bamberg, B. Yang, F. Schick, and S. Gatidis. Proceedings of the IEEE International Conference on Image Processing (ICIP), Athen, Greece, (2018)
7 years ago by @thomaskuestner
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1Active Learning for automated reference-free MR image quality assessment: descreasing the number of required training samples by reduction of intra-batch redundancy
A. Liebgott, D. Boborzi, S. Gatidis, F. Schick, K. Nikolaou, B. Yang, and T. Küstner. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Paris, France, (June 2018)
8 years ago by @thomaskuestner
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1Simultaneous detection and identification of MR artifact types in whole-body imaging
T. Küstner, K. Liu, A. Liebgott, L. Mauch, P. Martirosian, F. Bamberg, K. Nikolaou, B. Yang, F. Schick, and S. Gatidis. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Paris, France, (June 2018)
8 years ago by @thomaskuestner
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1Automated segmentation of abdominal organs in T1-weighted MR images using a deep learning approach: application on a large epidemiological MR study
T. Küstner, M. Fischer, S. Müller, D. Gutmann, K. Nikolaou, F. Bamberg, B. Yang, F. Schick, and S. Gatidis. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Paris, France, (June 2018)
8 years ago by @thomaskuestner
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1Improved subsampling trajectory for reliable assessment of cardiac and respiratory motion in 5D MRI for body motion correction
T. Küstner, M. Schwartz, P. Martirosian, K. Nikolaou, S. Gatidis, B. Yang, and F. Schick. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Paris, France, (June 2018)
8 years ago by @thomaskuestner
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publications (hide)68
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1Longitudinal Analysis of Spontaneous Mechanical Activities in Resting Leg Musculature Assessed by Diffusion-Weighted Imaging: Preliminary Results

1Feature Reduction and Selection: a Study on their Importance in the Context of Radiomics

1Whole-Body Mapping of Spontaneous Mechanical Activities in Musculature

1Retrospective motion correction using deep learning

13D Cartesian Fast-interrupted Steady-state Sequence (FISS) with Intrinsic Fat Suppression

13D Cartesian Free-running Cardiac and Respiratory Resolved Whole-heart MRI

1Automated whole-body adipose tissue segmentation in T1-weighted fast spin echo imaging in a cohort of subjects at increased risk for type 2 diabetes

1Automated Deep Learning based 3D Hip Segmentation in PD-weighted MR images of a large-scale cohort study

1Automated organ segmentation of liver and spleen in whole-body T1-weighted MR images: Transfer learning between epidemiological cohort studies

1Reinforcement Learning for Automated Reference-free MR Image Quality Assessment

1Towards 3D Cartesian Isotropic Free-running Cardiac and Respiratory Resolved Whole-heart MRI

13D Cartesian fast-interrupted steady-state sequence with intrinsic fat suppression for cardiovascular imaging

1ImFEATbox - A Toolbox for Extraction and Analysis of Medical Image Features

1Graphical User Interface for Medical Deep Learning - Application to Magnetic Resonance Motion Artifact Detection

1A machine-learning framework for automatic reference-free quality assessment in MRI

1Semantic Organ Segmentation in 3D whole-body MR images

1Active Learning for automated reference-free MR image quality assessment: descreasing the number of required training samples by reduction of intra-batch redundancy

1Simultaneous detection and identification of MR artifact types in whole-body imaging

1Automated segmentation of abdominal organs in T1-weighted MR images using a deep learning approach: application on a large epidemiological MR study

1Improved subsampling trajectory for reliable assessment of cardiac and respiratory motion in 5D MRI for body motion correction

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