Eike Petersen (Preferred)
Eike Petersen
Researcher, Fraunhofer Institute for Digital Medicine MEVIS
Joined
May 2022
Names
Emails
****@dtu.dk (Confirmed)
****@mevis.fraunhofer.de (Confirmed)
****@posteo.de (Confirmed)
Personal Links
Career & Education History
Researcher
Fraunhofer Institute for Digital Medicine MEVIS (mevis.fraunhofer.de)
2024 – Present
Postdoc
Technical University of Denmark (dtu.dk)
2021 – 2024
PhD student
Universität zu Lübeck (uni-luebeck.de)
2015 – 2021
MS student
Universität Hamburg (uni-hamburg.de)
2012 – 2015
Undergrad student
Technische Universität Hamburg (tuhh.de)
2009 – 2012
Advisors, Relations & Conflicts
Coauthor
Jan Graßhoff
2016 – 2024
Coworker
Kasra Arnavaz
2021 – 2022
Coauthor
Christian Herzog
2017 – 2022
PhD Advisor
Philipp Rostalski
2015 – 2022
Coauthor
Martin Leucker
2021 – 2021
Coauthor
Dirk Nowotka
2021 – 2021
Expertise
Shortcut Learning
2023 – Present
Performance monitoring
, surveillance
2023 – Present
Generative models
2022 – Present
Causality
, counterfactuals
2022 – Present
Model robustness
2022 – Present
Algorithmic Fairness
2021 – Present
Deep learning
, medical imaging
2021 – Present
Explainable ML
2021 – Present
Domain invariance and generalization
, Invariant learning
2021 – Present
Model performance assessment
, Auditing
, Error mode analysis
, Slice Discovery
2021 – Present
Regulations
2021 – Present
Medical machine learning
2020 – Present
Responsible machine learning
2020 – Present
AI Ethics
2020 – Present
Bayesian inference
2016 – Present
Medical signal analysis
2015 – Present
Time series modeling
, Kalman filtering
2015 – 2021
Factor graphs
2016 – 2020
Probabilistic graphical models
2016 – 2020
Publications
Co-Authors
- Aasa Feragen
- Alceu Bissoto
- Anders Henriksen
- Anders Nymark Christensen
- Andrea Schenk
- Andreas Wulff
- Christian F. Baumgartner
- Christian Herzog
- Christian Herzog né Hoffmann
- Christian Hoffmann
- Dirk Nowotka
- Dishantkumar Sutariya
- Emilie Pi Fogtmann Sejer
- Enzo Ferrante
- Esfandiar Mohammadi
- Frank Ursin
- Giacomo Bellani
- Herbert Buchner
- Hoen-oh Shin
- Jan Graßhoff
- Jes Frellsen
- Julia Sauer
- Kilian Zepf
- Leonie Basso
- Lisa M. Koch