Author

J. Bian

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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

Improving documentation practices, integrating locally tuned large language models, and monitoring subgroup performance may all be needed to make SDoH identification tools reliably detect social needs across patient populations.

Xiang-Ren Wang, Jingchuan Guo, Yi Guo et al. · JAMIA Open · 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. · Journal of Biomedical Semant... · 0 citations