Conceptualizing bias in EHR data: A case study in performance disparities by demographic subgroups for a pediatric obesity incidence classifier

Campbell, E. A., Bose, S., & Masino, A. J. (2024). Conceptualizing bias in EHR data: A case study in performance disparities by demographic subgroups for a pediatric obesity incidence classifier. PLOS Digital Health, 3(10), e0000642. https://doi.org/10.1371/journal.pdig.0000642
Authors:
Elizabeth A Campbell
Saurav Bose
Aaron J Masino
Affiliated Authors:
Elizabeth A Campbell
Columbia Affiliation:
Subjects:
Deep Learning Applications in Healthcare (OpenAlex Topic)
Machine Learning in Healthcare and Medicine (OpenAlex Topic)
Artificial Intelligence in Medicine (OpenAlex Topic)
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Publication Type:
Article
Unique ID:
10.1371/journal.pdig.0000642
PMID:
39441784
DOI:
10.1371/journal.pdig.0000642
Journal:
PLOS Digital Health
Publication Date:
Data Source:
PubMed
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