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Software testing is well treated in standardization (see ISO/IEC/IEEE 29119-1:2022 [1]). For medical devices, requirements on software testing are well established internationally by IEC 62304:2006/Amd 1:2015 [2]. This document establishes additional aspects to specifically test AI component in AI/ML-MD.
AI component considered in this document include locked AI model and AI model that learn under the control of the manufacturer. The case where the AI model is continuously learning in the field under indirect control by the manufacturer is treated in Annex A.
Tests can be conducted at various lifecycle stages of the AI/ML-MD, depending on the nature of the AI model.
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