Fig. 3: Relationships of components in ML systems. | npj Digital Medicine

Fig. 3: Relationships of components in ML systems.

From: Explainable medical imaging AI needs human-centered design: guidelines and evidence from a systematic review

Fig. 3

a Shows the relationship between the clinical scenario and requirements in non-transparent ML systems, where the system may not be human-facing, and as such, meeting quantitative performance requirements is sufficient. b Shows the relationship between the clinical scenario, requirements, and end users in transparent ML systems, as they arise in a human-centered system that seeks to enable users to accomplish a certain task.

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