Alexander Ziller

End-to-end privacy preserving deep learning on multi-institutional medical imaging

Georgios Kaissis, Alexander Ziller, Jonathan Passerat‐Palmbach et al. · Nature Machine Intelligence · 2021 · 470 citations

Computing, Computer Science, Health Informatics +9

Medical imaging deep learning with differential privacy

Alexander Ziller, Dmitrii Usynin, Rickmer Braren et al. · Scientific Reports · 2021 · 155 citations · Full text

Computing, Computer Science, Health Informatics +17

Adversarial interference and its mitigations in privacy-preserving collaborative machine learning

Dmitrii Usynin, Alexander Ziller, Marcus R. Makowski et al. · Nature Machine Intelligence · 2021 · 61 citations

Computing, Computer Science, Computer Systems +14

Reconciling privacy and accuracy in AI for medical imaging

Alexander Ziller, Tamara T. Mueller, Simon Stieger et al. · Nature Machine Intelligence · 2024 · 61 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging

Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Kühl et al. · Communications Medicine · 2024 · 36 citations · Full text

Computing, Computer Science, Artificial Intelligence +15