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Large Language Model Applications for Health Information Extraction in Oncology: Scoping Review

Large Language Model Applications for Health Information Extraction in Oncology: Scoping Review

For instance, Gao et al [44] reported that Blue BERT did not outperform baseline non LLM models in pan-cancer contexts, while Fang et al [22] and Mitchell et al (2022) [23] reported that the data extraction performance of BERT exceeded 90% accuracy in pan-cancer contexts.

David Chen, Saif Addeen Alnassar, Kate Elizabeth Avison, Ryan S Huang, Srinivas Raman

JMIR Cancer 2025;11:e65984