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. 2024 Jan 4;97(1155):483–491. doi: 10.1093/bjr/tqae002

Table 4.

Risk categories for AI/ML medical devices, to be incorporated in ISO14971 risk analysis.

Data quality Bias Data storage/security/privacy Overtrust
Incorrect data Selection bias Privacy failures Overconfidence
Incomplete data Confounding variables Bias due to privacy Perceived risk
Subjective data Non-normality Inability to contact patient User workload
Underfitting Proxy variables Self-confidence
Overfitting Implicit bias Variation in social trust
Proxy Measure Group attribution bias
Experimental bias