Fig. 6 | Scientific Data

Fig. 6

From: Biomedical Data Manifest: A lightweight data documentation mapping to increase transparency for AI/ML

Fig. 6

To improve transparency and uptake of data documentation templates, we propose that in the context of AI/ML datasets and resources (top row), data documentation templates are not sufficient as the goal should be to have data that is “AI/ML Ready”. For general biomedical data sets (bottom row), documentation is streamlined using the Biomedical Data Manifest as there is no intended predictive task for these data sets at time of generation.

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