Automatic artifact detection and quantification

See https://github.com/thomaskuestner/CNNArt for more information.

References

Automatic Motion Artifact Detection for Whole-Body Magnetic Resonance Imaging.

In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2018.

Thomas Küstner, Marvin Jandt, Annika Liebgott, Lukas Mauch, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Sergios Gatidis, Fritz Schick and Bin Yang.

[BibTeX] [Endnote]

Motion artifact quantification and localization for whole-body MRI.

In: Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM). Paris, France, 2018.

Thomas Küstner, Marvin Jandt, Annika Liebgott, Lukas Mauch, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Sergios Gatidis, Bin Yang and Fritz Schick.

[BibTeX] [Endnote]

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

In: Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM). Paris, France, 2018.

Thomas Küstner, Ke Liu, Annika Liebgott, Lukas Mauch, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Bin Yang, Fritz Schick and Sergios Gatidis.

[BibTeX] [Endnote]

Automated reference-free detection of motion artifacts in magnetic resonance images.

Magnetic Resonance Materials in Physics, Biology and Medicine 2017.

Thomas Küstner, Annika Liebgott, Lukas Mauch, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Bin Yang, Fritz Schick and Sergios Gatidis.

[doi] [abstract] [BibTeX] [Endnote]

Automatic reference-free detection and quantification of MR image artifacts in human examinations due to motion.

In: Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM). Honolulu, Hawaii, USA, 2017.

Thomas Küstner, Annika Liebgott, Lukas Mauch, Petros Martirosian, Konstantin Nikolaou, Fritz Schick, Bin Yang and Sergios Gatidis.

[BibTeX] [Endnote]

Automatic reference-free motion artifact detection and quantification in T1-weighted MR images of the head and abdomen.

In: Proceedings of the Annual Scientific Meeting ESMRMB. Barcelona, Spain, 2017.

Thomas Küstner, Annika Liegbott, Lukas Mauch, Petros Martirosian, Fritz Schick, Fabian Bamberg, Konstantin Nikolaou, Bin Yang and Sergios Gatidisi.

[BibTeX] [Endnote]