Papers by Alvin Rajkomar
SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes (2023.findings-emnlp)
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| Challenge: | Social and behavioral determinants of health (SDOH) play a significant role in shaping health outcomes, and extracting these determinant from clinical notes is a first step to help healthcare providers systematically identify opportunities to provide appropriate care and address disparities. |
| Approach: | They propose a dataset that extracts social and behavioral determinants from clinical notes and uses them to form a natural language inference task. |
| Outcome: | The proposed dataset is based on publicly available notes and is more challenging than standard NLI benchmarks. |