Publications

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Marco Maass; Christine Droigk; Hannes Albers; Konrad Scheffler; Alfred Mertins; Tobias Kluth; Tobias Knopp
Magnetic particle imaging with non-orientedimmobilized particles: Why the Langevinmodel of paramagnetism is sufficient
In: International Journal on Magnetic Particle Imaging, Vol. 10, No. 1, Suppl 1, Pages 1-4, Infinite Science Publishing, 3/2024.
Fabrice Katzberg; Marco Maass; René Pallenberg; Alfred Mertins
Positional Tracking of a Moving Microphone in Reverberant Scenes by Applying Perfect Sequences to Distributed Loudspeakers
In: Proc. International Workshop on Acoustic Signal Enhancement. International Workshop on Acoustic Signal Enhancement (IWAENC-2022), September 5-8, …
Christine Droigk; Marco Maass; Alfred Mertins
Direct multi-dimensional Chebyshev polynomial based reconstruction for magnetic particle imaging
In: Physics in Medicine & Biology, Vol. 67, No. 4, Page 045014, Institute of Physics and Engineering in Medicine, 2022.
Tim J. Parbs; Philipp Koch; Alfred Mertins
Convolutive Attention for Image Registration
In: Proc. European Signal Processing Conference. European Signal Processing Conference (EUSIPCO-2022), August 28 - September 2, Belgrade, Serbia, …
Huy Phan; Kaare Mikkelsen; Oliver Y. Chén; Philipp Koch; Alfred Mertins; Maarten De Vos
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification
In: IEEE Transactions on Biomedical Engineering (TBME), Vol. 69, No. 8, Pages 2456-2467, IEEE, 2022.
Huy Phan; Alfred Mertins; Mathias Baumert
Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods
In: IEEE Transactions on Biomedical Engineering (TBME), Vol. Early Access, Pages 1-1, IEEE, 2022.
Huy Phan; Oliver Y. Chén; Minh C. Tran; Philipp Koch; Alfred Mertins; Maarten De Vos
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging
In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 44, No. 9, Pages 5903-5915, IEEE, 2022.
Marco Maass; Christine Droigk; Mathias Eulers; Alfred Mertins
An analytical equilibrium solution to the Néelrelaxation Fokker-Planck equation
In: International Journal on Magnetic Particle Imaging, Vol. 8, No. 1, Pages 1-4, Infinite Science Publishing, 2022.
Huy Phan; Thi Ngoc Tho Nguyen; Philipp Koch; Alfred Mertins
Polyphonic Audio Event Detection: Multi-Label or Multi-Class Multi-Task Classification Problem?
In: Proc. IEEE International Conference on Acoustics, Speech and Signal Processing. International Conference on Acoustics, Speech and Signal …
Philipp Koch; Kamran Mohammad-Zadeh; Marco Maass; Mark Dreier; Ole Thomsen; Tim J. Parbs; Huy Phan; Alfred Mertins
sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks
In: 43nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). International Conference of the IEEE …