Baumbach, Jan

Review on ion mobility spectrometry. Part 1: current instrumentation

Cumeras, R., Figueras, E., Davis, C. E., Baumbach, J. I., & Gràcia, I. (2015) · The Analyst

Mass Spectrometry Techniques and ApplicationsAnalytical Chemistry and Chromatography

Cited by 459

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

Brauneck, A., Schmalhorst, L., Kazemi Majdabadi, M. M., Bakhtiari, M., Völker, U., Baumbach, J., Baumbach, L., & Buchholtz, G. (2023) · Journal of Medical Internet Research

Privacy-Preserving Technologies in DataDigitalization, Law, and Regulation

Cited by 130

Success Factors of Artificial Intelligence Implementation in Healthcare

Wolff, J., Pauling, J., Keck, A., & Baumbach, J. (2021) · Frontiers in Digital Health

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 104

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

Delgado-Chaves, F. M., Jennings, M. J., Atalaia, A., Wolff, J., Horvath, R., Mamdouh, Z. M., Baumbach, J., & Baumbach, L. (2025) · Proceedings of the National Academy of Sciences

Meta-analysis and systematic reviewsArtificial Intelligence in Healthcare and Education

Cited by 86

AI in microbiome‐related healthcare

Probul, N., Huang, Z., Saak, C. C., Baumbach, J., & List, M. (2024) · Microbial Biotechnology

Artificial Intelligence in Healthcare and EducationGut microbiota and health

Cited by 36

Federated machine learning for a facilitated implementation of Artificial Intelligence in healthcare – a proof of concept study for the prediction of coronary artery calcification scores

Wolff, J., Matschinske, J., Baumgart, D., Pytlik, A., Keck, A., Natarajan, A., von Schacky, C. E., Pauling, J. K., & Baumbach, J. (2022) · Journal of Integrative Bioinformatics

Privacy-Preserving Technologies in DataArtificial Intelligence in Healthcare and Education

Cited by 11

A framework for modeling epistatic interaction

Blumenthal, D. B., Baumbach, J., Hoffmann, M., Kacprowski, T., & List, M. (2021) · Bioinformatics

Genetic Associations and EpidemiologyGenetic Mapping and Diversity in Plants and Animals

Cited by 10

Transcription factor prediction using protein 3D secondary structures

Liebold, J., Neuhaus, F., Geiser, J., Kurtz, S., Baumbach, J., & Newaz, K. (2024) · Bioinformatics

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 4