¶ Official PADME Documentation
In this documentation, we provide all necessary information needed in order to create, deploy, or operate PADME-related assets.
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¶ Relevant Publications
Rare Diseases in Hospital Information Systems – An Interoperable Methodology for Distributed Data Quality Assessments
- Published in: Methods of Information in Medicine
- Year: 2023
- DOI: 10.1055/a-2006-1018
- Authors: Tahar, Kais; Martin, Tamara; Mou, Yongli; Verbuecheln, Raphael; Graessner, Holm; Krefting, Dagmar
Multi-Institutional Breast Cancer Detection Using a Secure On-Boarding Service for Distributed Analytics
- Published in: Applied Sciences 12(9), Page: 4336 and Special Issue “Data Science for Medical Informatics”
- Year: 2022
- DOI: 10.3390/app12094336
- Authors: Welten, Sascha Martin; Hempel, Lars; Abedi, Masoud; Mou, Yongli; Jaberansary, Mehrshad; Neumann, Laurenz; Weber, Sven; Tahar, Kais; Yediel, Yeliz Ucer; Löbe, Matthias; Decker, Stefan Josef; Beyan, Oya Deniz; Kirsten, Toralf
A Privacy-Preserving Distributed Analytics Platform for Health Care Data
- Published in: Methods of Information in Medicine, Page: 60
- Year: 2022
- DOI: 10.1055/s-0041-1740564
- Authors: Welten, Sascha Martin; Mou, Yongli; Neumann, Laurenz; Jaberansary, Mehrshad; Yediel, Yeliz Ucer; Kirsten, Toralf; Decker, Stefan Josef; Beyan, Oya Deniz
Optimized Federated Learning on Class-Biased Distributed Data Sources
- Published in: European Conference on Machine Learning and Knowledge Discovery in Databases, Pages: 146-158
- Year: 2021
- DOI: 10.1007/978-3-030-93736-2_13
- Authors: Mou, Yongli; Geng, Jiahui; Welten, Sascha Martin; Rong, Chunming; Decker, Stefan Josef; Beyan, Oya Deniz
Distributed Skin Lesion Analysis Across Decentralised Data Sources
- Published in: Public Health and Informatics: Proceedings of MIE 2021, Pages: 352-356
- Year: 2021
- DOI: 10.3233/shti210179
- Authors: Mou, Yongli; Welten, Sascha Martin; Jaberansary, Mehrshad; Ucer Yediel, Yeliz; Kirsten, Toralf; Decker, Stefan Josef; Beyan, Oya Deniz
¶ Projects
- NFDI4Health
- LEUKO-Expert
- Collaboration on Rare Diseases (CORD-MI)
- POLypharmazie, Drug interactions, Risks (POLAR-MI)
¶ Disclaimer
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