Linda Baumbach

Federated Machine Learning, Privacy-Enhancing Technologies, and Data Protection Laws in Medical Research: Scoping Review

Alissa Brauneck, Louisa Schmalhorst, Mohammad Mahdi Kazemi Majdabadi et al. · Journal of Medical Internet Research · 2023 · 105 citations · Full text

Computing, Biomedical Informatics, Health Informatics +15

Transforming literature screening: The emerging role of large language models in systematic reviews

Fernando M. Delgado-Chaves, Matthew J. Jennings, António Atalaia et al. · Proceedings of the National Academy of Sciences · 2025 · 55 citations · Full text

Public Health, Literature, Evidence-based Practice +16

The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach

Julian Matschinske, Julian Späth, Mohammad Bakhtiari et al. · Journal of Medical Internet Research · 2023 · 33 citations · Full text

Computing, Cloud Computing, Computer Science +14

Federated machine learning in data-protection-compliant research

Alissa Brauneck, Louisa Schmalhorst, Mohammad Mahdi Kazemi Majdabadi et al. · Nature Machine Intelligence · 2023 · 30 citations

Computing, Computer Science, Cybersecurity +14

Patients with osteoarthritis are least likely to receive lifestyle advice compared with patients with diabetes and hypertension: A national health survey study from Denmark

Linda Baumbach, Ewa M. Roos, Jesper Lykkegaard et al. · Osteoarthritis and Cartilage Open · 2020 · 27 citations · Full text

Medicine, Health Sciences, Orthopedics +6