Publications

Thomas Küstner, Martin Schwartz, Christian Würslin, Petros Martirosian, Nina F. Schwenzer, Bin Yang, und Holger Schmidt. Compressed Sensing LAB: An MR acquisition and reconstruction system. Proceedings of the ISMRM Workshop on Data Sampling and Reconstruction, Sedona, AZ, USA, Januar 2016. [PUMA: CompressedSensing myown kSpaceAstronauts]

Thomas Küstner, Christian Würslin, Holger Schmidt, und Bin Yang. Combining Compressed Sensing with Motion Correction in Acquisition and Reconstruction for PET/MR. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Brisbane, Australia, 2015. [PUMA: CompressedSensing myown kSpaceAstronauts MotionCorrection PETMR_Moco] URL

Sergios Gatidis, Petros Martirosian, Thomas Küstner, Ilja Bezrukov, M. Scharpf, Christina Schraml, Nina F. Schwenzer, und Holger Schmidt. 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, Mai 2014. [PUMA: myown kSpaceAstronauts MachineLearning]

Sergios Gatidis, M. Scharpf, Petros Martirosian, Ilja Bezrukov, Thomas Küstner, J. Hennenlotter, S. Kruck, Sascha Kaufmann, Christina Schraml, Christian La Fougère, Nina F. Schwenzer, und Holger Schmidt. Combined unsupervised-supervised classification of multiparametric PET/MRI data: Application to prostate cancer. NMR in biomedicine, (28)7:914-22, Juli 2015. [PUMA: myown kSpaceAstronauts MachineLearning] URL

Christina Schraml, Jana Taron, Nina F. Schwenzer, Michael Erb, Holger Schmidt, Thomas Küstner, Jakob Weiß, Mike Notohamiprodjo, Konstantin Nikolaou, Fritz Schick, und Petros Martirosian. 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, März 2016. [PUMA: myown SMS]

Thomas Küstner, Annika Liegbott, Lukas Mauch, Petros Martirosian, Fritz Schick, Fabian Bamberg, Konstantin Nikolaou, Bin Yang, und Sergios Gatidisi. 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, Oktober 2017. [PUMA: myown kspaceastronauts iqa]

Thomas Küstner, Annika Liebgott, Lukas Mauch, Petros Martirosian, Konstantin Nikolaou, Fritz Schick, Bin Yang, und Sergios Gatidis. 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: myown kSpaceAstronauts kspaceastronauts IQA]

Thomas Küstner, Marvin Jandt, Annika Liebgott, Lukas Mauch, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Sergios Gatidis, Fritz Schick, und Bin Yang. 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: myown kspaceastronauts iqa]

Thomas Küstner, Martin Schwartz, Yipin Zhu, Petros Martirosian, Bin Yang, Sergios Gatidis, Jürgen Machann, und Fritz Schick. 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, Mai 2019. [PUMA: imported]

Thomas Küstner, Marc Fischer, Sarah Müller, Daniel Gutmann, Konstantin Nikolaou, Fabian Bamberg, Bin Yang, Fritz Schick, und Sergios Gatidis. 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, Juni 2018. [PUMA: myown]

Thomas Küstner, Annika Liebgott, Lukas Mauch, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Bin Yang, Fritz Schick, und Sergios Gatidis. Automated reference-free detection of motion artifacts in magnetic resonance images. Magnetic Resonance Materials in Physics, Biology and Medicine, 20.09.2017. [PUMA: myown kspaceastronauts iqa] URL

Sergios Gatidis, Annika Liebgott, Martin Schwartz, Petros Martirosian, Fritz Schick, Konstantin Nikolaou, Bin Yang, und Thomas Küstner. 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: myown kSpaceAstronauts IQA]

Thomas Küstner, Sarah Müller, Marc Fischer, Martin Schwartz, Petros Martirosian, Bin Yang, Fritz Schick, und Sergios Gatidis. 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, Mai 2019. [PUMA: imported]

Sergios Gatidis, Annika Liebgott, Holger Schmidt, Nina F. Schwenzer, Petros Martirosian, Konstantin Nikolaou, Fritz Schick, Bin Yang, und Thomas Küstner. Automated image quality assessment in whole-body MRI. Proceedings of the Radiological Society of North America (RSNA), Chicago, USA, November 2016. [PUMA: myown kSpaceAstronauts IQA MachineLearning]

Marc Fischer, Sven Walter, Christian Klinger, Thomas Küstner, Bin Yang, Mike Notohamiprodjo, und Fritz Schick. 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, Mai 2019. [PUMA: imported]

Thomas Küstner, Verena Neumann, Martin Schwartz, Christian Würslin, Petros Martirosian, Sergios Gatidis, Nina F. Schwenzer, Fritz Schick, Bin Yang, und Holger Schmidt. An MR Motion Correction toolbox for registration and evaluation. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Singapore, Mai 2016. [PUMA: myown kSpaceAstronauts MotionCorrection]

Thomas Küstner, Philip Wolf, Martin Schwartz, Annika Liebgott, Fritz Schick, Sergios Gatidis, und Bin Yang. An easy-to-use image labeling platform for automatic Magnetic Resonance Image Quality Assessment. Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI), Melbourne, Australia, April 2017. [PUMA: myown kSpaceAstronauts IQA MachineLearning]

Thomas Küstner, Martin Schwartz, Annika Kaupp, Petros Martirosian, Sergios Gatidis, Nina F. Schwenzer, Fritz Schick, Holger Schmidt, und Bin Yang. An Active Learning platform for automatic MR image quality assessment. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Singapore, Mai 2016. [PUMA: myown kSpaceAstronauts IQA MachineLearning]

Annika Liebgott, Thomas Küstner, Sergios Gatidis, Fritz Schick, und Bin Yang. Active Learning for Magnetic Resonance Image Quality Assessment. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, März 2016. [PUMA: myown kSpaceAstronauts IQA MachineLearning] URL

Annika Liebgott, Damian Boborzi, Sergios Gatidis, Fritz Schick, Konstantin Nikolaou, Bin Yang, und Thomas Küstner. 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, Juni 2018. [PUMA: myown iqa]

Christian Würslin, Thomas Küstner, Sebastian Bartel, Nina F. Schwenzer, Bin Yang, und Holger Schmidt. 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, Juli 2014. [PUMA: myown kSpaceAstronauts MotionCorrection]

Thomas Küstner, Parnia Bahar, Christian Würslin, Sergios Gatidis, Petros Martirosian, Nina F. Schwenzer, Bin Yang, und Holger Schmidt. A new approach for automatic image quality assessment. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Toronto, Canada, Juni 2015. [PUMA: myown kSpaceAstronauts IQA MachineLearning]

T. Küstner, S. Gatidis, A. Liebgott, M. Schwartz, L. Mauch, P. Martirosian, H. Schmidt, NF. Schwenzer, K. Nikolaou, F. Bamberg, B. Yang, und F. Schick. A machine-learning framework for automatic reference-free quality assessment in MRI. Magnetic Resonance Imaging, (53):134 - 147, 2018. [PUMA: kspaceastronauts machinelearning iqa] URL

Hadi Fayad, Holger Schmidt, Thomas Küstner, und Dimitris Visvikis. 4D MR and attenuation map generation in PET/MR imaging using 4D PET derived deformation matrices: a feasibility study for lung cancer applications. Journal of nuclear medicine, 2016. [PUMA: myown kSpaceAstronauts PETMR_Moco] URL

Christopher Gilliam, Thomas Küstner, und Thierry Blu. 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: myown kSpaceAstronauts MotionCorrection] URL

Thomas Küstner, Aurelien Bustin, Gastao Cruz, Teresa Correia, Giulia Ginami, Radhouene Neji, Rene M Botnar, und Claudia Prieto. 3D Cartesian Free-running Cardiac and Respiratory Resolved Whole-heart MRI. Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, Mai 2019. [PUMA: imported]

Thomas Küstner, Aurelien Bustin, Olivier Jaubert, Radhouene Neji, Claudia Prieto, und Rene M Botnar. 3D Cartesian fast-interrupted steady-state sequence with intrinsic fat suppression for cardiovascular imaging. Proceedings of Society for Cardiovascular Magnetic Resonance (SCMR), 2019. [PUMA: myown kspaceastronauts]

Thomas Küstner, Aurelien Bustin, Olivier Jaubert, Radhouene Neji, Claudia Prieto, und Rene M Botnar. 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, Mai 2019. [PUMA: imported]