Modern Automation Strategies for Biomedical Research Infrastructures: A Technical Framework
Keywords:
Infrastructure-As-Code, Biomedical Computing Automation, Continuous Compliance Validation, Container Orchestration, Regulatory Intelligence FrameworksAbstract
The need for biomedical research institutions is to have digital infrastructures that can ensure security,reproducibility, and sustained regulatory compliance, and at the same time facilitate rapid scientificinnovative processes. To deal with these problems in a setting where sensitive health information isprocessed, the National Institutes of Health and National Library of Medicine have established extensive automation models that are specifically targeted to combat these issues.
References
Dominik Kreuzberger et al., "Machine Learning Operations (MLOps): Overview, Definition, and Architecture," IEEE Access, 2023. [Online]. Available: https://ieeexplore.ieee.org/document/10081336


