Eike Petersen

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Medical Imaging

Medical Image Analysis

Source Separation

Top Venues

Publications

Vincent Olesen, Nina Weng, Aasa Feragen, Eike Petersen
Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery Methods. CoRR (2024)
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)
Nina Weng, Siavash Bigdeli, Eike Petersen, Aasa Feragen
Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis? CoRR (2023)
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)
Nina Weng, Paraskevas Pegios, Aasa Feragen, Eike Petersen, Siavash Bigdeli
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation. CoRR (2023)
Eike Petersen, Sune Hannibal Holm, Melanie Ganz, Aasa Feragen
The path toward equal performance in medical machine learning. Patterns 4 (7) (2023)
Kilian Zepf, Eike Petersen, Jes Frellsen, Aasa Feragen
That Label's Got Style: Handling Label Style Bias for Uncertain Image Segmentation. CoRR (2023)
Eike Petersen, Melanie Ganz, Sune Hannibal Holm, Aasa Feragen
On (assessing) the fairness of risk score models. FAccT (2023)
Eike Petersen, Enzo Ferrante, Melanie Ganz, Aasa Feragen
Are demographically invariant models and representations in medical imaging fair? CoRR (2023)
Eike Petersen, Melanie Ganz, Sune Hannibal Holm, Aasa Feragen
On (assessing) the fairness of risk score models. CoRR (2023)
Jan Graßhoff, Eike Petersen, Stephan Walterspacher, Philipp Rostalski
Model-Based Estimation of Inspiratory Effort Using Surface EMG. IEEE Trans. Biomed. Eng. 70 (1) (2023)
Kilian Zepf, Eike Petersen, Jes Frellsen, Aasa Feragen
That Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation. ICLR (2023)
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 (2022)
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 (2022)
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)
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 (2021)
Eike Petersen, Julia Sauer, Jan Graßhoff, Philipp Rostalski
Removing Cardiac Artifacts From Single-Channel Respiratory Electromyograms. IEEE Access 8 (2020)
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) (2019)
Jan Graßhoff, Eike Petersen, Tobias Becher, Philipp Rostalski
Automatic Estimation of Respiratory Effort using Esophageal Pressure. EMBC (2019)
Eike Petersen, Christian Hoffmann, Philipp Rostalski
On Approximate Nonlinear Gaussian Message Passing On Factor Graphs. CoRR (2019)
Herbert Buchner, Eike Petersen, Marcus Eger, Philipp Rostalski
Convolutive Blind Source Separation on Surface EMG Signals for Respiratory Diagnostics and Medical Ventilation Control. CoRR (2019)
Eike Petersen, Christian Hoffmann, Philipp Rostalski
On Approximate Nonlinear Gaussian Message Passing on Factor Graphs. SSP (2018)
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)
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)