Discovering social determinants of health from case reports using natural language processing: algorithmic development and validation

Abstract Background Social determinants of health are non-medical factors that influence health outcomes (SDOH). There is a wealth of SDOH information available in electronic health records, clinical reports, and social media data, usually in free text format. Extracting key information from free te...

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发表在:	BMC Digital Health
Main Authors:	Shaina Raza, Elham Dolatabadi, Nancy Ondrusek, Laura Rosella, Brian Schwartz
格式:	文件
语言:	英语
出版:	BMC 2023-09-01
主题:	Natural language processing Data COVID-19 Named entity Transformer models
在线阅读:	https://doi.org/10.1186/s44247-023-00035-y