Towards a trustworthy, secure and reliable enclave for machine learning in a hospital setting: The Essen Medical Computing Platform (EMCP) | IEEE Conference Publication | IEEE Xplore

Towards a trustworthy, secure and reliable enclave for machine learning in a hospital setting: The Essen Medical Computing Platform (EMCP)


Abstract:

AI/Computing at scale is a difficult problem, es-pecially in a health care setting. We outline the requirements, planning and implementation choices as well as the guidin...Show More

Abstract:

AI/Computing at scale is a difficult problem, es-pecially 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.11The Ansible project is available from https://github.com/IKIM-Essen/EMCP-config
Date of Conference: 13-15 December 2021
Date Added to IEEE Xplore: 13 April 2022
ISBN Information:
Conference Location: Atlanta, GA, USA

Contact IEEE to Subscribe

References

References is not available for this document.