DMDAI: Dental and Maxillofacial Datasets for Artificial Intelligence
DDS-AI: Dental Data Sharing for Artificial Intelligence
members
identify potential donors
generate consent and donation form
generate minimal metadata for donation
identify minimal donation numbers (100?)
generate identification procedure
The importance of collectiong demographic attribute information is not necesarily for it to be embedded as an input variable or predictor in ML models, which may perpetuate harm along these axes, but importantly, to ensure that is collected for auditing model performance across dissagregated subgroups as a method of bias discovery. (doi 10.1035/s41591-023-02608-w)
Information Quality (InfoQ)
Kenett and Shmueli (2012) proposed eight dimensions to help assess InfoQ: