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Author

Jiang Bian

2 papers indexed here

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Review Open access Jul 2026

Real-world evaluation of a transformer-based natural language processing system for identifying social determinants of health from routine clinical documentation

Abstract Objectives To evaluate the real-world performance of a transformer-based natural language processing (NLP) system for extracting Social Determinants of Health (SDoH) from clinical notes, using survey-based SDoH measures a reference comparators. Materials and Methods This study was conducted at the University o...

Xiangren Wang, Jingchuan Guo, Yi Guo et al. · 0 citations
Review Open access Jul 2026

ACCELERATE-BASSO: early experiences and emerging best practices for ontology development in behavioral and social science research.

An initial consortium perspective on ontology-driven approaches for advancing BSSR is provided by synthesizing early experiences, emerging practices, and shared challenges across multiple projects, laying the foundation for more systematic evaluation and broader adoption within the BSSR community.

Yue Yu, Lu Kang, Susan Michie et al. · 0 citations

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