Towards a trustworthy, secure and reliable enclave for machine learning in a hospital setting: The Essen Medical Computing Platform (EMCP)
January 13, 2022 Β· Declared Dead Β· π International Conference on Cognitive Machine Intelligence
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Authors
Hendrik F. R. Schmidt, JΓΆrg SchlΓΆtterer, Marcel Bargull, Enrico Nasca, Ryan Aydelott, Christin Seifert, Folker Meyer
arXiv ID
2201.04816
Category
cs.CR: Cryptography & Security
Cross-listed
cs.LG
Citations
1
Venue
International Conference on Cognitive Machine Intelligence
Last Checked
4 months ago
Abstract
AI/Computing at scale is a difficult problem, especially in a health care setting. We outline the requirements, planning and implementation choices as well as the guiding principles that led to the implementation of our secure research computing enclave, the Essen Medical Computing Platform (EMCP), affiliated with a major German hospital. Compliance, data privacy and usability were the immutable requirements of the system. We will discuss the features of our computing enclave and we will provide our recipe for groups wishing to adopt a similar setup.
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