Teaching yourself about structural racism will improve your machine learning.
Publication
, Journal Article
Robinson, WR; Renson, A; Naimi, AI
Published in: Biostatistics
April 1, 2020
In this commentary, we put forth the following argument: Anyone conducting machine learning in a health-related domain should educate themselves about structural racism. We argue that structural racism is a critical body of knowledge needed for generalizability in almost all domains of health research.
Duke Scholars
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Published In
Biostatistics
DOI
EISSN
1468-4357
Publication Date
April 1, 2020
Volume
21
Issue
2
Start / End Page
339 / 344
Location
England
Related Subject Headings
- Statistics & Probability
- Racism
- Machine Learning
- Humans
- Healthcare Disparities
- Health Status Disparities
- Health Services Research
- Biostatistics
- Biomedical Research
- 4905 Statistics
Citation
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Chicago
ICMJE
MLA
NLM
Robinson, W. R., Renson, A., & Naimi, A. I. (2020). Teaching yourself about structural racism will improve your machine learning. Biostatistics, 21(2), 339–344. https://doi.org/10.1093/biostatistics/kxz040
Robinson, Whitney R., Audrey Renson, and Ashley I. Naimi. “Teaching yourself about structural racism will improve your machine learning.” Biostatistics 21, no. 2 (April 1, 2020): 339–44. https://doi.org/10.1093/biostatistics/kxz040.
Robinson WR, Renson A, Naimi AI. Teaching yourself about structural racism will improve your machine learning. Biostatistics. 2020 Apr 1;21(2):339–44.
Robinson, Whitney R., et al. “Teaching yourself about structural racism will improve your machine learning.” Biostatistics, vol. 21, no. 2, Apr. 2020, pp. 339–44. Pubmed, doi:10.1093/biostatistics/kxz040.
Robinson WR, Renson A, Naimi AI. Teaching yourself about structural racism will improve your machine learning. Biostatistics. 2020 Apr 1;21(2):339–344.
Published In
Biostatistics
DOI
EISSN
1468-4357
Publication Date
April 1, 2020
Volume
21
Issue
2
Start / End Page
339 / 344
Location
England
Related Subject Headings
- Statistics & Probability
- Racism
- Machine Learning
- Humans
- Healthcare Disparities
- Health Status Disparities
- Health Services Research
- Biostatistics
- Biomedical Research
- 4905 Statistics