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Bridging clinical narratives and structured phenotypes with large language models and sentence transformers | Synapse
March 3, 2026
Bridging clinical narratives and structured phenotypes with large language models and sentence transformers
JC
Jihao Cai
Chinese Academy of Medical Sciences & Peking Union Medical College
GL
G Z Li
YY
Yongxin Yang
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Key Points
Improved integration of clinical narratives and structured phenotypes indicates better data utility.
Large language models demonstrated significant advancements in natural language processing.
Observational analysis of clinical data enhanced by sentence transformers allows effective data extraction.
This approach highlights the potential for maximizing clinical insights using advanced computational techniques.
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Cai et al. (Sun,) studied this question.
synapsesocial.com/papers/69a7613ac6e9836116a2ef2e
https://doi.org/https://doi.org/10.1016/j.jgg.2026.02.009