Publications

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

Sergios Gatidis, Petros Martirosian, Thomas Küstner, Ilja Bezrukov, M. Scharpf, Christina Schraml, Nina F. Schwenzer, and 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, May 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, and Holger Schmidt. Combined unsupervised-supervised classification of multiparametric PET/MRI data: Application to prostate cancer. NMR in biomedicine, (28)7:914-22, July 2015. [PUMA: myown kSpaceAstronauts MachineLearning] URL

Sergios Gatidis, Annika Liebgott, Holger Schmidt, Nina F. Schwenzer, Petros Martirosian, Konstantin Nikolaou, Fritz Schick, Bin Yang, and 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]

Thomas Küstner, Philip Wolf, Martin Schwartz, Annika Liebgott, Fritz Schick, Sergios Gatidis, and 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]