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Eike Petersen
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2020 – today
- 2023
- [j4]Jan Graßhoff
, Eike Petersen
, Stephan Walterspacher
, Philipp Rostalski
:
Model-Based Estimation of Inspiratory Effort Using Surface EMG. IEEE Trans. Biomed. Eng. 70(1): 247-258 (2023) - [i5]Eike Petersen, Melanie Ganz, Sune Hannibal Holm, Aasa Feragen:
On (assessing) the fairness of risk score models. CoRR abs/2302.08851 (2023) - 2022
- [j3]Eike Petersen
, Yannik Potdevin, Esfandiar Mohammadi
, Stephan Zidowitz
, Sabrina Breyer
, Dirk Nowotka
, Sandra Henn
, Ludwig Pechmann
, Martin Leucker
, Philipp Rostalski
, Christian Herzog
:
Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions. IEEE Access 10: 58375-58418 (2022) - [c5]Eike Petersen
, Aasa Feragen
, Maria Luise da Costa Zemsch, Anders Henriksen, Oskar Eiler Wiese Christensen, Melanie Ganz
:
Feature Robustness and Sex Differences in Medical Imaging: A Case Study in MRI-Based Alzheimer's Disease Detection. MICCAI (1) 2022: 88-98 - [i4]Eike Petersen
, Aasa Feragen, Maria Luise da Costa Zemsch, Anders Henriksen, Oskar Eiler Wiese Christensen, Melanie Ganz:
Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection. CoRR abs/2204.01737 (2022) - 2021
- [i3]Eike Petersen, Yannik Potdevin, Esfandiar Mohammadi, Stephan Zidowitz, Sabrina Breyer, Dirk Nowotka, Sandra Henn, Ludwig Pechmann, Martin Leucker, Philipp Rostalski, Christian Herzog:
Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Technical Challenges and Solutions. CoRR abs/2107.09546 (2021) - 2020
- [j2]Eike Petersen
, Julia Sauer
, Jan Graßhoff
, Philipp Rostalski
:
Removing Cardiac Artifacts From Single-Channel Respiratory Electromyograms. IEEE Access 8: 30905-30917 (2020)
2010 – 2019
- 2019
- [j1]Christian Herzog né Hoffmann
, Eike Petersen
, Philipp Rostalski:
Iterative Approximate Nonlinear Inference via Gaussian Message Passing on Factor Graphs. IEEE Control. Syst. Lett. 3(4): 978-983 (2019) - [c4]Jan Graßhoff
, Eike Petersen
, Tobias Becher, Philipp Rostalski:
Automatic Estimation of Respiratory Effort using Esophageal Pressure. EMBC 2019: 4646-4649 - [i2]Eike Petersen, Christian Hoffmann, Philipp Rostalski:
On Approximate Nonlinear Gaussian Message Passing On Factor Graphs. CoRR abs/1903.09136 (2019) - [i1]Herbert Buchner, Eike Petersen, Marcus Eger, Philipp Rostalski:
Convolutive Blind Source Separation on Surface EMG Signals for Respiratory Diagnostics and Medical Ventilation Control. CoRR abs/1904.04083 (2019) - 2018
- [c3]Eike Petersen
, Christian Hoffmann, Philipp Rostalski:
On Approximate Nonlinear Gaussian Message Passing on Factor Graphs. SSP 2018: 513-517 - 2017
- [c2]Jan Graßhoff
, Eike Petersen
, Marcus Eger, Giacomo Bellani
, Philipp Rostalski:
A template subtraction method for the removal of cardiogenic oscillations on esophageal pressure signals. EMBC 2017: 2235-2238 - 2016
- [c1]Herbert Buchner, Eike Petersen
, Marcus Eger, Philipp Rostalski:
Convolutive blind source separation on surface EMG signals for respiratory diagnostics and medical ventilation control. EMBC 2016: 3626-3629
Coauthor Index

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