This picture showsThomas Küstner

Dr.-Ing.

Thomas Küstner

Research Assistant
Institute of Signal Processing and System Theory

Contact

0049 711 685-67362

Website

Pfaffenwaldring 47
70550 Stuttgart
Germany
Room: 2.278

Office Hours

by arrangement

Subject

Medical Signal Processing

Development of methods for optimization and analysis of medical images from Magnetic Resonance (MR) and Positron-Emission-Tomography (PET). The fields of activity include:

1.) Automatic Image Quality Assessment 
MRI offers a variety of different imaging techniques and contrast mechanisms. A good image quality is essential to provide a reliable diagnostic. An automatic reference-free analysis of the acquired image quality allows to support the radiologist in the reading or to provide feedback to the scanner/operator about the achieved quality with suitable parameter adjustment. 
Image quality can be determined by a model observer mimicking the human visual system. This model observer is based on machine learning approach using feature extraction and classification in a supervised manner. The key aspects are:

  • Active Learning
  • Feature extraction and reduction
  • Deep Learning
  • Classification (Deep Neural Network, Support Vector Machine)


2.) PET/MR motion correction 
The newly developped hybrid positron PET/MR technology offers the possibilty to combine the high resolution of MRI with the high molecular sensibility of PET in order to produce precise and contrast-enhanced simultaneous and whole-body data acquisition. The detection and quantification of lesions is an important factor in the area of oncology. Patient movement, respiratory and cardiac movements produce motion artefacts in the MRI and PET image which reduce the resolution of the image. The task is to accurately detect and correct these movements and to provide a clinical feasible setup.
In the acquisition, special MRI sequences as well as Compressed Sensing techniques are used to fast and accurately record the motion. From the reconstructed and motion-resolved MR images, the non-rigid deformations are extracted via image registration and used to correct the PET data. The key aspects are:

  • 4D (3D+time) MR Imaging
  • Generation of optimal Compressed Sensing subsampling masks
  • Compressed Sensing with motion correction
  • image registration


Software 
Developed algorithms and systems for medical signal processing: k-space astronauts

2019

Schwartz, M.; Wilhelm, Y.; Liu, Y.; Martirosian, P.; Yang, B.; Schick, F.; Gatidis, S. & Küstner, T.
Deep Learning Based MR Image Quality Assessment and Artifact Localization for Application in Clinical Practice
Proceedings of the European Society for Magnetic Resonance in Medicine (ESMRMB), 2019
 
Küstner, T.; Schwartz, M.; Zhu, Y.; Pan, J.; Yang, B.; Gatidis, S.; Schick, F. & Machann, J.
Automated and standardized whole-body adipose tissue segmentation in T1-weighted FSE
Proceedings of the ISMRM Workshop on MRI of Obesity and Metabolic Disorders, 2019
 
Küstner, T.; Mo, K.; Yang, B.; Schick, F.; Gatidis, S. & Armanious, K.
Retrospective deep learning based motion correction from complex-valued imaging data
Proceedings of the European Society for Magnetic Resonance in Medicine (ESMRMB), 2019
Certificate of Merit Award
 
Küstner, T.; Bustin, A.; Neji, R.; Botnar, R. & Prieto, C.
3D Cartesian Whole-heart CINE MRI Exploiting Patch-based Spatial and Temporal Redundancies
Proceedings of the European Society for Magnetic Resonance in Medicine (ESMRMB), 2019
 
Küstner, T.; Bustin, A.; Jaubert, O.; Neji, R.; Prieto, C. & Botnar, R.
3D Cartesian fast interrupted steady-state (FISS) imaging
Magnetic Resonance in Medicine, 2019
 
Küstner, T.; Armanious, K.; Yang, J.; Yang, B.; Schick, F. & Gatidis, S.
Retrospective correction of motion-affected MR images using deep learning frameworks
Magnetic Resonance in Medicine, 2019
 
Fuin, N.; Bustin, A.; Kuestner, T.; Botnar, R. & Prieto, C.
A Variational Neural Network for Whole-Heart Coronary MRA Reconstruction
Proceedings of Society for Cardiovascular Magnetic Resonance (SCMR), 2019
 
Fuin, N.; Bustin, A.; Küstner, T.; Botnar, R. & Prieto, C.
A Variational Neural Network for Accelerating Free-breathing Whole-Heart Coronary MR Angiography
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), 2019

Armanious, K.; Küstner, T.; Yang, B. & Gatidis, S.
Adversarial inpainting of MR images using deep adversarial networks
Proceedings of the European Society for Magnetic Resonance in Medicine (ESMRMB), 2019
 
Armanious, K.; Küstner, T.; Reimold, M.; Nikolaou, K.; La, C. F.; Yang, B. & Gatidis, S.
Independent brain 18F-FDG PET attenuation correction using a deep learning approach with Generative Adversarial Networks.
Hellenic journal of nuclear medicine, 2019
 
Armanious, K.; Jiang, C.; Abdulatif, S.; Küstner, T.; Gatidis, S. & Yang, B.
Unsupervised Medical Image Translation Using Cycle-MedGAN
European Association for Signal Processing (EUSIPCO), 2019
 
Küstner, T., Müller, S., Fischer, M., Schwartz, M., Martirosian, P., Yang, B., Schick, F. & Gatidis, S.
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), May, Montreal, Canada, 2019.

Küstner, T., Bustin, A., Jaubert, O., Neji, R., Prieto, C. & Botnar, R. M.
3D Cartesian Fast-interrupted Steady-state Sequence (FISS) with Intrinsic Fat Suppression.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.

Küstner, T., Yang, B., Schick, F., Gatidis, S. & Armanious, K.
Retrospective motion correction using deep learning.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.
Magna Cum Laude Paper Award
 
Küstner, T., Schwartz, M., Zhu, Y., Martirosian, P., Yang, B., Gatidis, S., Machann, J. & Schick, F.
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), May, Montreal, Canada, 2019.
Magna Cum Laude Paper Award

Küstner, T., Bustin, A., Cruz, G., Correia, T., Ginami, G., Neji, R., Botnar, R. M. & Prieto, C.
3D Cartesian Free-running Cardiac and Respiratory Resolved Whole-heart MRI.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.

Liebgott, A., Yi, J., Küstner, T., Nikolaou, K., Yang, B. & Gatidis, S.
Reinforcement Learning for Automated Reference-free MR Image Quality Assessment.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.

Liebgott, A., Steyer-Ege, J., Hepp, T., Küstner, T., Nikolaou, K., Yang, B. & Gatidis, S.
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), May, Montreal, Canada, 2019.

Fischer, M., Walter, S., Klinger, C., Küstner, T., Yang, B., Notohamiprodjo, M. & Schick, F.
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), May, Montreal, Canada, 2019.

Schwartz, M., Martirosian, P., Küstner, T., Steidle, G., Feiweier, T., Yang, B. & Schick, F.
Whole-Body Mapping of Spontaneous Mechanical Activities in Musculature.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.

Schwartz, M., Steidle, G., Martirosian, P., Küstner, T., Machann, J., Weigert, C., Yang, B. & Schick, F.
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), May, Montreal, Canada, 2019.
 
Küstner, T., Bustin, A., Cruz, G., Correia, T., Ginami, G., Neji, R., Botnar, R. M. & Prieto, C.
Towards 3D Cartesian Isotropic Free-running Cardiac and Respiratory Resolved Whole-heart MRI.
Proceedings of Society for Cardiovascular Magnetic Resonance (SCMR), 2019.
SCMR Travel Award
 
Küstner, T., Bustin, A., Jaubert, O., Neji, R., Prieto, C. & Botnar, R. M.
3D Cartesian fast-interrupted steady-state sequence with intrinsic fat suppression for cardiovascular imaging.
Proceedings of Society for Cardiovascular Magnetic Resonance (SCMR), 2019.

2018
 
Küstner, T., Gatidis, S., Liebgott, A., Schwartz, M., Mauch, L., Martirosian, P., Schmidt, H., Schwenzer, N., Nikolaou, K., Bamberg, F., Yang, B. & Schick, F.
A machine-learning framework for automatic reference-free quality assessment in MRI.
Magnetic Resonance Imaging, 53, 134 - 147. doi: https://www.sciencedirect.com/science/article/pii/S0730725X18302893?via%3Dihub, 2018.

Liebgott, A., Küstner, T., Strohmeier, H., Hepp, T., Mangold, P., Martirosian, P., Bamberg, F., Nikolaou, K., Yang, B. & Gatidis, S.
ImFEATbox - A Toolbox for Extraction and Analysis of Medical Image Features
International Journal of Computer Assisted Radiology and Surgery, 2018.
 
Martirosian, P.; Pohmann, R.; Schraml, C.; Schwartz, M.; Küstner, T.; Schwenzer, N. F.; Scheffler, K.; Nikolaou, K. & Schick, F.
Spatial-temporal perfusion patterns of the human liver assessed by pseudo-continuous arterial spin labeling MRI
Zeitschrift für Medizinische Physik, 2018.

Milde, S., Liebgott, A., Wu, Z., Feng, W., Yang, J., Mauch, L., Martirosian, P., Bamberg, F., Nikolaou, K., Gatidis, S., Schick, F., Yang, B. & Küstner, T.
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), Honolulu, Hawaii, 2018.
 
Küstner, T., Müller, S., Fischer, M., Weiss J., Nikolaou, K., Bamberg, F., Yang, B., Schick, F. & Gatidis, S.
Semantic Organ Segmentation in 3D whole-body MR images
Proceedings of the IEEE International Conference on Image Processing (ICIP), Athen, Greece, 2018.
 
Küstner, T., Jandt, M., Liebgott, A., Mauch, L., Martirosian, P., Bamberg, F., Nikolaou, K., Gatidis, S., Yang, B. & Schick, F.
Motion artifact quantification and localization for whole-body MRI
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), June, Paris, France, 2018.
Magna Cum Laude Paper Award

Küstner, T., Schwartz, M., Martirosian, P., Nikolaou, K., Gatidis, S., Yang, B. & Schick, F.
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), June, Paris, France, 2018.
 
Küstner, T., Fischer, M., Müller, S., Gutmann, D., Nikolaou, K., Bamberg, F., Yang, B., Schick, F. & Gatidis, S. 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), June, Paris, France, 2018.
 
Küstner, T., Liu, K., Liebgott, A., Mauch, L., Martirosian, P., Bamberg, F., Nikolaou, K., Yang, B., Schick, F. & Gatidis, S.
Simultaneous detection and identification of MR artifact types in whole-body imaging
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), June, Paris, France, 2018.
Magna Cum Laude Paper Award
Liebgott, A., Boborzi, D., Gatidis, S., Schick, F., Nikolaou, K., Yang, B. & Küstner, T.
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), June, Paris, France, 2018.
 
Küstner, T., Jandt, M., Liebgott, A., Mauch, L., Martirosian, P., Bamberg, F., Nikolaou, K., Gatidis, S., Schick, F. & Yang, B.
Automatic Motion Artifact Detection for Whole-Body Magnetic Resonance Imaging
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Calgary, Canada.

Liebgott, A., Milde, S., Jandt, M., Mauch, L., Martirosian, P., Bamberg, F., Schick, F., Nikolaou, K., Yang, B., Gatidis, S. & Küstner, T.
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, Pacific Grove, CA, USA.

2017

T. Küstner, A. Liebgott, L. Mauch, P. Martirosian, F. Bamberg, K. Nikolaou, B. Yang, F. Schick, S. Gatidis
Automated reference-free detection of motion artifacts in magnetic resonance images
Magnetic Resonance Materials in Physics, Biology and Medicine, 2017.

T. Küstner, M. Schwartz, P. Martirosian, S. Gatidis, F. Seith, C. Gilliam, T. Blu, H. Fayad, D. Visvikis, F. Schick, B. Yang, H. Schmidt, NF. Schwenzer
MR-based respiratory and cardiac motion correction for PET imaging
Medical Image Analysis, 2017.

J. Weiss, P. Martirosian, J. Taron, A. Othman, T. Küstner, M. Erb, J. Bedke, F. Bamberg, K. Nikolaou, M. Notohamiprodjo
Feasibility of Accelerated Simultaneous Multi-Slice Diffusion-weighted MR Imaging of the Prostate
Journal of Magnetic Resonance Imaging, 46(5):1507-1515, 2017 .

T. Küstner, M. Schwartz, S. Gatidis, NF. Schwenzer, H. Schmidt, B. Yang, C. Gilliam, T. Blu, F. Schick
Local All-Pass Filter (LAP): Efficient Optical Flow-Based Image Registration
Proceedings of the ISMRM Workshop on Motion Correction in MRI and MRS 2017, September 2017, Cape Town, South Africa.

T. Küstner, A. Liebgott, L. Mauch, P. Martirosian, F. Schick, F. Bamberg, K. Nikolaou, B. Yang, S. Gatidis
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, October 2017, Barcelona, Spain.

C. Zhang, P. Martirosian, M. Schwartz, T. Küstner, F. Schick, K. Nikolaou and M. Notohamiprodjo
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 2017, October 2017, Barcelona, Spain.

F. Seith, H. Schmidt, J. Kunz, T. Küstner, S. Gatidis, K. Nikolaou, C. La Fougère and NF. Schwenzer
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

T. Küstner, C. Würslin, M. Schwartz, H. Fayad, T. Merlin, C. Gilliam, T. Blu, P. Martirosian, F. Schick, B. Yang, H. Schmidt and NF. Schwenzer
Motion correction on a human PET/MR scanner: Clinical feasibility of a motion correction system in patients – an update report
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, Hawaii, USA.
Summa Cum Laude Paper Award

T. Küstner, A. Liebgott, L. Mauch, P. Martirosian, K. Nikolaou, F. Schick, B. Yang and S. Gatidis
Automatic reference-free detection and quantification of MR image artifacts in human examinations due to motion
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, Hawaii, USA.

S. Gatidis, A. Liebgott, M. Schwartz, P. Martirosian, F. Schick, K. Nikolaou, B. Yang and T. 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 Annual Meeting ISMRM 2017, April 2017, Honolulu, Hawaii, USA.
1st Prize Cardiac Study Group

A. Liebgott, S. Gatidis, P. Martirosian, F. Schick, B. Yang and T. Küstner
ImFEATbox: An MR Image Processing Toolbox for Extracting and Analyzing Features
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, Hawaii, USA.

J. Weiß, P. Martirosian, J. Taron, A. Othman, T. Küstner, M. Erb, J. Bedke, F. Bamberg, K. Nikolaou and M. Notohamiprodjo
Feasibility of Accelerated Simultaneous Multi-Slice Diffusion-weighted MR Imaging of the Prostate
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, Hawaii, USA.

J. Taron, P. Martirosian, T. Küstner, M. Notohamiprodjo, J. Weiß, A. Othman, K. Nikolaou and C. Schraml
Scan time reduction in DWI of the pancreas using simultaneous multislice technique with different acceleration factors: how fast can we go?
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, Hawaii, USA.

T. Küstner, P. Wolf, M. Schwartz, A. Liebgott, F. Schick, S. Gatidis and B. Yang
An easy-to-use image labeling platform for automatic Magnetic Resonance Image Quality Assessment
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging ISBI 2017, April 2017, Melbourne, Australia.

2016

T. Küstner, C. Würslin, M. Schwartz, P. Martirosian, S. Gatidis, C. Brendle, F. Seith, F. Schick, NF. Schwenzer, B. Yang, H. Schmidt
Self-navigated 4D Cartesian imaging of periodic motion in the body trunk using partial k-space Compressed Sensing
Magnetic Resonance in Medicine, 2016.

T. Küstner, S. Gatidis, C. Würslin, K. Nikolaou, P. Martirosian, F. Schick, B. Yang, NF. Schwenzer and H. Schmidt
Motion imaging in thoracic and abdominal MRI using a self-navigated Cartesian Compressed Sensing acquisition and reconstruction scheme
Proceedings of the Annual Meeting RSNA, November 2016, Chicago, USA.

S. Gatidis, A. Liebgott, H. Schmidt, NF. Schwenzer, P. Martirosian, K. Nikolaou, F. Schick, B. Yang and T. Küstner
Automated image quality assessment in whole-body MRI
Proceedings of the Annual Meeting RSNA, November 2016, Chicago, USA.

T. Küstner, C. Würslin, S. Gatidis, P. Martirosian, K. Nikolaou, NF. Schwenzer, F. Schick, B. Yang and H. Schmidt
MR image reconstruction using a combination of Compressed Sensing and partial Fourier acquisition: ESPReSSo
IEEE Transactions on Medical Imaging, 2016.

H. Schmidt, NF. Schwenzer, S. Gatidis, T. Küstner, K. Nikolaou, F. Schick and P. Martirosian
Systematic evaluation of amide pr oton chemical exchange saturation transfer at 3T: Effects of Protein Concentration, pH, and Acquisition Parameters
Investigative Radiology, June 2016.

H. Fayad, H. Schmidt, T. Küstner and D. Visvikis
4D MR and attenuation map generation in PET/MR imaging using 4D PET derived deformation matrices: a feasibility study
Journal of Nuclear Medicine, 2016.

H. Fayad, H. Schmidt, T. Küstner and D. Visvikis
The use of a MR based respiratory motion model for optimal respiratory motion correction in PET/MR imaging
Proceedings of the PSMR 2016, May, 2016, Cologne, Germany.

T. Küstner, C. Würslin, M. Schwartz, P. Martirosian, S. Gatidis, K. Nikolaou, F. Schick, B. Yang, NF. Schwenzer and H. Schmidt
Simultaneous in-vivo respiratory and cardiac motion correction system for PET/MR
Proceedings of the Annual Meeting ISMRM 2016, May 2016, Singapore.
Magna Cum Laude Paper Award

T. Küstner, V. Neumann, M. Schwartz, C. Würslin, P. Martirosian, S. Gatidis, NF. Schwenzer, F. Schick, B. Yang and H. Schmidt
An MR Motion Correction toolbox for registration and evaluation
Proceedings of the Annual Meeting ISMRM 2016, May 2016, Singapore.

T. Küstner, M. Schwartz, A. Kaupp, P. Martirosian, S. Gatidis, NF. Schwenzer, F. Schick, H. Schmidt and B. Yang
An Active Learning platform for automatic MR image quality assessment
Proceedings of the Annual Meeting ISMRM 2016, May 2016, Singapore.

M. Schwartz, T. Küstner, C. Würslin, P. Martirosian, NF. Schwenzer, F. Schick, B. Yang and H. Schmidt
Image Reconstruction System for Compressed Sensing Retrospective Motion Correction for the Application in Clinical Practice
Proceedings of the Annual Meeting ISMRM 2016, May 2016, Singapore.

C. Schraml, J. Taron, NF. Schwenzer, H. Schmidt, T. Küstner, M. Erb, M. Notohamiprodjo, K. Nikolaou, F. Schick and P. Martirosian
Simultaneous multislice accelerated diffusion-weighted imaging of the liver: comparison of different breathing schemes with standard sequences as reference
Proceedings of the Annual Meeting ISMRM 2016, May 2016, Singapore.

C. Gilliam, T. Küstner and T. Blu
3D Motion Flow Estimation using Local All-Pass Filters
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging ISBI 2016, April 2016, Prague, Czech Republic.

J. Taron,  P. Martirosian, NF. Schwenzer, M. Erb, T. Küstner, J. Weiß, A. Othman, M. Notohamiprodjo, K. Nikolaou and C. Schraml
Scan time minimization in hepatic diffusion-weighted imaging: evaluation of the simultaneous multislice acceleration technique with different acceleration factors and gradient preparation schemes
MAGMA, April 2016.

A. Liebgott, T. Küstner, S. Gatidis, F. Schick an B. Yang
Active Learning for Magnetic Resonance Image Quality Assessment
Proceedings of the 41th IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2016, March 2016, Shanghai, China.

J. Taron, P. Martirosian, M. Erb, T. Küstner, NF. Schwenzer, A. Othman, W. Jakob, M. Notohamiprodjo, K. Nikolaou and C. Schraml
Messzeitreduktion in der Leber-Diffusionsbildgebung mittels simultaner Mehrschichttechnik: Vergleich verschiedener Präparationstechniken und Beschleunigungsfaktoren
RÖFO - Fortschritte auf dem Gebiet der Radiologie 188, March 2016.

C. Schraml, J. Taron, NF. Schwenzer, M. Erb, H. Schmidt, T. Küstner, J. Weiß, M. Notohamiprodjo, K. Nikolaou, F. Schick and P. 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, March 2016.

J. Taron, P. Martirosian, M. Erb, T. Küstner, NF. Schwenzer, Ahmed Othman, J. Weiß, M. Notohamiprodjo, K. Nikolaou, C. Schraml
Simultaneous multislice diffusion-weighted MRI of the liver: analysis of different breathing schemes in comparison to standard DWI
Journal of Magnetic Resonance Imaging; 2016.

T. Küstner, M. Schwartz, C. Würslin, P. Martirosian, NF. Schwenzer, B. Yang and H. Schmidt
Compressed Sensing LAB: An MR acquisition and reconstruction system
Proceedings of the ISMRM Workshop on Data Sampling and Reconstruction, January 2016, Sedona, USA.

2015

T. Küstner, C. Würslin, S. Gatidis, P. Martirosian, N. Nikolaou, NF. Schwenzer, F. Schick, B. Yang and H. Schmidt
Improving subsampling efficiency for Compressed Sensing MRI
Proceedings of the Annual Scientific Meeting ESMRMB 2015, October 2015, Edinburgh, United Kingdom.

S. Gatidis, M. Scharpf, P. Martirosian, I. Bezrukov, T. Küstner, J. Hennenlotter, S. Kruck, S. Kaufmann, C. Schraml, C. la Fougère, NF. Schwenzer, H. Schmidt
Combined unsupervised-supervised classification of multiparametric PET/MRI data: Application to prostate cancer
NMR in Biomedicine; 28(7):914-22, 2015.

H. Fayad, F. Odille, H. Schmidt, C. Würslin, T. Küstner, J. Felblinger, D. Visvikis
The use of a generalized reconstruction by inversion of coupled systems (GRICS) approach for generic respiratory motion correction in PET/MR imaging
Phys Med Biol.; 60(6):2529-46, 2015 .

T. Küstner, C. Würslin, S. Gatidis, P. Martirosian, NF. Schwenzer, B. Yang and H. Schmidt
In-vivo MR-derived non-rigid motion correction of simultaneously acquired PET
Proceedings of the Annual Meeting ISMRM 2015, June 2015, Toronto, Canada.

T. Küstner, P. Bahar, C. Würslin, S. Gatidis, P. Martirosian, NF. Schwenzer, H. Schmidt and B. Yang
A new approach for automatic image quality assessment
Proceedings of the Annual Meeting ISMRM 2015, June 2015, Toronto, Canada.

T. Küstner, C. Würslin, H. Schmidt and B. Yang
Combining Compressed Sensing with Motion Correction in Acquisition and Reconstruction for PET/MR
Proceedings of the 40th IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2015, April 2015, Brisbane, Australia.

2014

T. Küstner, C. Würslin, NF. Schwenzer, B. Yang and H. Schmidt
Self-Navigated 4D Respiratory Motion Imaging Using ESPReSSo Sampling and Reconstruction
Proceedings of the ISMRM Motion Correction in MRI Workshop 2014, July 2014, Tromsø, Norway.

C. Würslin, T. Küstner, S. Bartel, NF. Schwenzer, B. Yang and H. 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 2014, July 2014, Tromsø, Norway.

T. Küstner, S. Gatidis, C. Würslin, NF. Schwenzer, B. Yang and H. Schmidt
ESPReSSo: A Compressed Sensing partial k-space acquisition and reconstruction
Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2014, May 2014, Milano, Italy.

S. Gatidis, P. Martirosian, T. Küstner, I. Bezrukov, M. Scharpf, C. Schraml, NF. Schwenzer, H. Schmidt
Combined Unsupervised-Supervised Classification of Multiparametric PET/MRI Imaging Data of the Prostate
Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2014, May 2014, Milano, Italy.

T. Küstner, C. Würslin, NF. Schwenzer, H. Schmidt and B. Yang
Compressed Sensing Partial Subsampling for Short Echo Time in Echo Planar Imaging
Proceedings of the 11th IEEE International Symposium on Biomedical Imaging ISBI 2014, April 2014, Beijing, China.

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