Evaluating the Impact of Social Determinants on Health Prediction in the Intensive Care Unit

Author:

Yang Ming Ying1ORCID,Kwak Gloria Hyunjung2ORCID,Pollard Tom1ORCID,Celi Leo Anthony3ORCID,Ghassemi Marzyeh4ORCID

Affiliation:

1. Massachusetts Institute of Technology, USA

2. Harvard Medical School, USA and Massachusetts General Hospital, USA

3. Massachusetts Institute of Technology, USA and Beth Israel Deaconess Medical Center, USA

4. Massachusetts Institute of Technology, USA and Vector Institute, Canada

Publisher

ACM

Reference137 articles.

1. Write It Like You See It: Detectable Differences in Clinical Notes by Race Lead to Differential Model Recommendations

2. Addressing Social Determinants of Health and Health Inequalities

3. Agency for Healthcare Research and Quality. 2020. About SDOH in Healthcare. https://www.ahrq.gov/sdoh/about.html Agency for Healthcare Research and Quality. 2020. About SDOH in Healthcare. https://www.ahrq.gov/sdoh/about.html

4. Agency for Healthcare Research and Quality. 2022. Social Determinants of Health Database. https://www.ahrq.gov/sdoh/data-analytics/sdoh-data.html#download Agency for Healthcare Research and Quality. 2022. Social Determinants of Health Database. https://www.ahrq.gov/sdoh/data-analytics/sdoh-data.html#download

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