The Data Artifacts Glossary: a community-based repository for bias on health datasets

The Data Artifacts Glossary: a community-based repository for bias on health datasets

Abstract Background The deployment of Artificial Intelligence (AI) in healthcare has the potential to transform patient care through improved diagnostics, personalized treatment plans, and more efficient resource management. However, the effectiveness and fairness of AI are critically dependent on t...

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Main Authors: Rodrigo R. Gameiro, Naira Link Woite, Christopher M. Sauer, Sicheng Hao, Chrystinne Oliveira Fernandes, Anna E. Premo, Alice Rangel Teixeira, Isabelle Resli, An-Kwok Ian Wong, Leo Anthony Celi
Format: Article
Language:English
Published: BMC 2025-02-01
Series:Journal of Biomedical Science
Subjects:
Bias
Health equity
Dataset
Data Artifacts Glossary
Artificial intelligence
Machine learning
Online Access:https://doi.org/10.1186/s12929-024-01106-6
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https://doi.org/10.1186/s12929-024-01106-6

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