755 citations
- University of ZurichCH44 papers
- ETH ZurichCH25 papers
- University Children's Hospital ZurichCH10 papers
- Technical University of MunichDE9 papers
- ZHAW Zurich University of Applied SciencesCH9 papers
- Universitätsklinik BalgristCH7 papers
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- Friedrich-Alexander-Universität Erlangen-NürnbergDE6 papers
- Imperial College LondonGB6 papers
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- Medical University of ViennaAT6 papers
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Showing 2018Show all
2 papers · 1 filter
cs.CV2018★ 3 cited
Injecting and removing malignant features in mammography with CycleGAN: Investigation of an automated adversarial attack using neural networks
Anton S. Becker, Lukas Jendele, Ondrej Skopek +4
To train a cycle-consistent generative adversarial network (CycleGAN) on mammographic data to inject or remove features of malignancy, and to determine whether t…
cs.LG2018★ 15 cited
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care
Patrick Schwab, Emanuela Keller, Carl Muroi +3
Patients in the intensive care unit (ICU) require constant and close supervision. To assist clinical staff in this task, hospitals use monitoring systems that trigger audiovisual a…