Jan Baumbach

Systematic Review of Economic Impact Studies of Artificial Intelligence in Health Care

2019 · 239 Zit. · Journal of Medical Internet Research

Success Factors of Artificial Intelligence Implementation in Healthcare

2021 · 97 Zit. · Frontiers in Digital Health

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

2023 · 93 Zit. · Journal of Medical Internet Research

Privacy-Preserving Artificial Intelligence Techniques in Biomedicine

2022 · 89 Zit. · Methods of Information in Medicine

The AIMe registry for artificial intelligence in biomedical research

2021 · 57 Zit. · Nature Methods

A platform for the biomedical application of large language models

2025 · 43 Zit. · Nature Biotechnology

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

2025 · 43 Zit. · Proceedings of the National Academy of Sciences

The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach

2023 · 29 Zit. · Journal of Medical Internet Research

Privacy-by-Design with Federated Learning will drive future Rare Disease Research

2024 · 10 Zit. · Journal of Neuromuscular Diseases

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond

2021 · 1 Zit. · arXiv (Cornell University)

DrugRepoChatter: A Drug Repurposing Expert Chatbot Curated by the REPO4EU Consortium

2024 · 1 Zit. · Drug repurposing

A systematic analysis of the impact of data variation on AI-based histopathological grading of prostate cancer

2025 · 1 Zit. · Medical Image Analysis

The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach (Preprint)

2022 · 1 Zit.

A Systematic Review of Economic Impact Studies of Artificial Intelligence in Healthcare (Preprint)

2019 · 0 Zit.