PAPER25 pages, open access
A life-cycle approach to AI governance in medical device development
A vendor-neutral life-cycle architecture for an AI management system. At any point, a manufacturer can determine which system is governed, which uses are authorized, which model and data baselines support each use, and which signals reopen a decision.
ISO/IEC 42001ISO 14971IEC 62304ISO 13485

Miguel AzevedoQity
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A systematic approach for the protection of personal data and privacy
A systematic approach to GDPR and ISO/IEC 27701. Accountability held as controlled records and decisions, so a current and defensible account of compliance can be produced without reassembling it from spreadsheets and tickets.
GDPRISO/IEC 27701PIMS

Miguel AzevedoQity
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