215 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- RWTH Aachen UniversityDE16 papers
- Technical University of MunichDE6 papers
- Else Kröner Fresenius Center for Digital HealthDE5 papers
- Heidelberg UniversityDE5 papers
- University Hospital HeidelbergDE5 papers
- National Center for Tumor DiseasesDE4 papers
- Charité - Universitätsmedizin BerlinDE3 papers
- Humboldt-Universität zu BerlinDE3 papers
- Imperial College LondonGB3 papers
- TUM KlinikumDE3 papers
- University Hospital Carl Gustav CarusDE3 papers
- Deutsches Herzzentrum MünchenDE2 papers
Showing 2020Show all
2 papers · 1 filter
cs.LG2020★ 42 cited
Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization
Tianyu Han, Sven Nebelung, Federico Pedersoli +8
Unmasking the decision-making process of machine learning models is essential for implementing diagnostic support systems in clinical practice. Here, we demonstrate that adversaria…
cs.LG2020★ 3 cited
EVO-RL: Evolutionary-Driven Reinforcement Learning
Ahmed Hallawa, Thorsten Born, Anke Schmeink +6
In this work, we propose a novel approach for reinforcement learning driven by evolutionary computation. Our algorithm, dubbed as Evolutionary-Driven Reinforcement Learning (evo-RL…