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Eike Petersen

Observed names: E Petersen, E. Petersen, Petersen, Eike
ORCID: 0000-0003-0097-3868
Observed ORCID: 0000-0003-0097-3868
OpenAlex ID: A5064219363
Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions
2022 · Eike Petersen, Yannik Potdevin, et al. · IEEE Access · 92
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Analysis and applications of respiratory surface EMG: report of a round table meeting
2024 · A. H. Jonkman, R. S. P. Warnaar, et al. · Critical Care · 80
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A Comprehensive Mathematical Model of Motor Unit Pool Organization, Surface Electromyography, and Force Generation
2019 · Eike Petersen, Philipp Rostalski · Frontiers in Physiology · 59
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Surface EMG-based quantification of inspiratory effort: a quantitative comparison with Pes
2021 · Jan Graßhoff, Eike Petersen, et al. · Critical Care · 46
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Removing Cardiac Artifacts From Single-Channel Respiratory Electromyograms
2020 · Eike Petersen, Julia Sauer, et al. · IEEE Access · 44
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Feature Robustness and Sex Differences in Medical Imaging: A Case Study in MRI-Based Alzheimer’s Disease Detection
2022 · Eike Petersen, Aasa Feragen, et al. · Lecture notes in computer science · 39
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The path toward equal performance in medical machine learning
2023 · Eike Petersen, Sune Holm, et al. · Patterns · 37
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On (assessing) the fairness of risk score models
2023 · Eike Petersen, Melanie Ganz, et al. · ACM Conference on Fairness, Accountability, and Transparency (FAccT) · 25
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Model-Based Estimation of Inspiratory Effort Using Surface EMG
2022 · Jan Grashoff, Eike Petersen, et al. · IEEE Transactions on Biomedical Engineering · 25
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Are Sex-Based Physiological Differences the Cause of Gender Bias for Chest X-Ray Diagnosis?
2023 · Nina Weng, Siavash Bigdeli, et al. · Lecture notes in computer science · 22
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A template subtraction method for the removal of cardiogenic oscillations on esophageal pressure signals
2017 · Jan Grasshoff, Eike Petersen, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 17
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation
2024 · Nina Weng, Paraskevas Pegios, et al. · Lecture notes in computer science · 16
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Are demographically invariant models and representations in medical imaging fair?
2023 · Petersen, Eike, Ferrante, Enzo, et al. · arXiv (Cornell University) · 16
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Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis Using Slice Discovery Methods
2024 · Vincent Olesen, Nina Weng, et al. · Lecture notes in computer science · 13
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Closed‐loop acoustic stimulation during an afternoon nap to modulate subsequent encoding
2022 · Ping Koo‐Poeggel, Soé Neuwerk, et al. · Journal of Sleep Research · 11
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Surface EMG-based Estimation of Breathing Effort for Neurally Adjusted Ventilation Control
2020 · Eike Petersen, Jan Graßhoff, et al. · IFAC-PapersOnLine · 11
That Label's Got Style: Handling Label Style Bias for Uncertain Image Segmentation
2023 · Zepf, Kilian, Petersen, Eike, et al. · arXiv (Cornell University) · 10
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Blind source separation of inspiration and expiration in respiratory sEMG signals
2022 · Julia Sauer, Merle Streppel, et al. · Physiological Measurement · 10
Convolutive blind source separation of surface EMG measurements of the respiratory muscles
2017 · Eike Petersen, Herbert Buchner, et al. · Biomedizinische Technik/Biomedical Engineering · 9
Convolutive blind source separation on surface EMG signals for respiratory diagnostics and medical ventilation control
2016 · Herbert Buchner, Eike Petersen, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 8
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Leveraging Shape and Spatial Information for Spontaneous Preterm Birth Prediction
2023 · Paraskevas Pegios, Emilie Pi Fogtmann Sejer, et al. · Lecture notes in computer science · 7
Bias in context: What to do when complete bias removal is not an option
2023 · Sune Holm, Eike Petersen, et al. · Proceedings of the National Academy of Sciences · 6
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Iterative Approximate Nonlinear Inference via Gaussian Message Passing on Factor Graphs
2019 · Christian Herzog ne Hoffmann, Eike Petersen, et al. · IEEE Control Systems Letters · 5
Sparse Estimation for the Assessment of Muscular Activity based on sEMG Measurements
2018 · Michael Olbrich, Eike Petersen, et al. · IFAC-PapersOnLine · 4
Automatic Estimation of Respiratory Effort using Esophageal Pressure
2019 · Jan Grashoff, Eike Petersen, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 3
Works count: 36
Citation count: 621
H-index: 13
I10-index: 18
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