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ORCIDEike Petersen
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- affiliation: Technical University of Denmark
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2020 – today
- 2025
[e2]Esther Puyol-Antón
, Ghada Zamzmi, Aasa Feragen, Andrew P. King, Veronika Cheplygina, Melanie Ganz-Benjaminsen, Enzo Ferrante, Ben Glocker, Eike Petersen, John S. H. Baxter, Islem Rekik, Roy Eagleson:
Ethics and Fairness in Medical Imaging - Second International Workshop on Fairness of AI in Medical Imaging, FAIMI 2024, and Third International Workshop on Ethical and Philosophical Issues in Medical Imaging, EPIMI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6-10, 2024, Proceedings. Lecture Notes in Computer Science 15198, Springer 2025, ISBN 978-3-031-72786-3 [contents]- 2024
- [c11]Nina Weng, Paraskevas Pegios, Eike Petersen, Aasa Feragen, Siavash Bigdeli:
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation. ECCV (86) 2024: 338-357 - [c10]Vincent Olesen, Nina Weng, Aasa Feragen, Eike Petersen:
Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis Using Slice Discovery Methods. FAIMI/EPIMI@MICCAI 2024: 3-13 - [i10]Vincent Olesen, Nina Weng, Aasa Feragen, Eike Petersen:
Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery Methods. CoRR abs/2406.12142 (2024) - 2023
- [j5]Eike Petersen, Sune Hannibal Holm, Melanie Ganz, Aasa Feragen:
The path toward equal performance in medical machine learning. Patterns 4(7): 100790 (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) - [c9]Nina Weng, Siavash Bigdeli, Eike Petersen, Aasa Feragen:
Are Sex-Based Physiological Differences the Cause of Gender Bias for Chest X-Ray Diagnosis? CLIP/FAIMI/EPIMI@MICCAI 2023: 142-152 - [c8]Eike Petersen, Melanie Ganz, Sune Hannibal Holm, Aasa Feragen:
On (assessing) the fairness of risk score models. FAccT 2023: 817-829 - [c7]Kilian Zepf, Eike Petersen, Jes Frellsen, Aasa Feragen:
That Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation. ICLR 2023 - [c6]Paraskevas Pegios, Emilie Pi Fogtmann Sejer, Manxi Lin, Zahra Bashir, Morten Bo Søndergaard Svendsen, Mads Nielsen, Eike Petersen, Anders Nymark Christensen, Martin Grønnebæk Tolsgaard, Aasa Feragen:
Leveraging Shape and Spatial Information for Spontaneous Preterm Birth Prediction. ASMUS@MICCAI 2023: 57-67 - [e1]Stefan Wesarg, Esther Puyol-Antón, John S. H. Baxter, Marius Erdt, Klaus Drechsler, Cristina Oyarzun Laura, Moti Freiman, Yufei Chen, Islem Rekik, Roy Eagleson, Aasa Feragen, Andrew P. King, Veronika Cheplygina, Melanie Ganz-Benjaminsen, Enzo Ferrante, Ben Glocker, Daniel Moyer, Eike Petersen:
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging - 12th International Workshop, CLIP 2023 1st International Workshop, FAIMI 2023 and 2nd International Workshop, EPIMI 2023 Vancouver, BC, Canada, October 8 and October 12, 2023 Proceedings. Lecture Notes in Computer Science 14242, Springer 2023, ISBN 978-3-031-45248-2 [contents] - [i9]Eike Petersen, Melanie Ganz, Sune Hannibal Holm, Aasa Feragen:
On (assessing) the fairness of risk score models. CoRR abs/2302.08851 (2023) - [i8]Kilian Zepf, Eike Petersen, Jes Frellsen, Aasa Feragen:
That Label's Got Style: Handling Label Style Bias for Uncertain Image Segmentation. CoRR abs/2303.15850 (2023) - [i7]Eike Petersen, Enzo Ferrante, Melanie Ganz, Aasa Feragen:
Are demographically invariant models and representations in medical imaging fair? CoRR abs/2305.01397 (2023) - [i6]Nina Weng, Siavash Bigdeli, Eike Petersen, Aasa Feragen:
Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis? CoRR abs/2308.05129 (2023) - [i5]Nina Weng, Paraskevas Pegios, Aasa Feragen, Eike Petersen, Siavash Bigdeli:
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation. CoRR abs/2312.14223 (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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last updated on 2024-11-11 21:28 CET by the dblp team
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