The paper introduces the Healthcare AI Datasheet, a 55-field machine-readable documentation framework for healthcare AI datasets that adds bias, risk, and regulatory compliance fields to existing datasheets.
Benjamin, Assessing risk, automating racism, Science 366 (2019) 421–422
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CY 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Datasheets for Healthcare AI: A Framework for Transparency and Bias Mitigation
The paper introduces the Healthcare AI Datasheet, a 55-field machine-readable documentation framework for healthcare AI datasets that adds bias, risk, and regulatory compliance fields to existing datasheets.