Rickmer Braren

Secure, privacy-preserving and federated machine learning in medical imaging

Georgios Kaissis, Marcus R. Makowski, Daniel Rückert et al. · Nature Machine Intelligence · 2020 · 1.3K citations · Full text

Computing, Biomedical Informatics, Computer Science +14

Evaluation and mitigation of the limitations of large language models in clinical decision-making

Paul Hager, Friederike Jungmann, Robbie Holland et al. · Nature Medicine · 2024 · 570 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

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

Combined inhibition of BET family proteins and histone deacetylases as a potential epigenetics-based therapy for pancreatic ductal adenocarcinoma

Paweł K. Mazur, Alexander Herner, Stephano S. Mello et al. · Nature Medicine · 2015 · 417 citations · Full text

Medicine, Molecular Biology, Oncology +17

Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study

Qi Dou, Tiffany Y. So, Meirui Jiang et al. · npj Digital Medicine · 2021 · 272 citations · Full text

Computing, Computer Science, Radiology +16