Improving large language models for clinical named entity recognition via prompt engineering
2024 · Journal of the American Medical Informatics Association · 245 citations
https://doi.org/10.1093/jamia/ocad259
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Jingcheng Du
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Jingcheng Du is an academic researcher. The author has contributed to research in topics: Biomedical Text Mining and Ontologies & Machine Learning in Healthcare & Topic Modeling. The author has an h-index of 27, co-authored 88 publications.
ORCID: 0000-0002-0322-4566Papers by this author
worksGene2vec: distributed representation of genes based on co-expression
2019 · BMC Genomics · 188 citations
https://doi.org/10.1186/s12864-018-5370-x
Optimization on machine learning based approaches for sentiment analysis on HPV vaccines related tweets
2017 · Journal of Biomedical Semantics · 108 citations
https://doi.org/10.1186/s13326-017-0120-6
Leveraging machine learning-based approaches to assess human papillomavirus vaccination sentiment trends with Twitter data
2017 · BMC Medical Informatics and Decision Making · 106 citations
https://doi.org/10.1186/s12911-017-0469-6
Leveraging deep learning to understand health beliefs about the Human Papillomavirus Vaccine from social media
2019 · npj Digital Medicine · 33 citations
https://doi.org/10.1038/s41746-019-0102-4
Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records
2020 · BMC Medical Informatics and Decision Making · 21 citations
https://doi.org/10.1186/s12911-020-1044-0
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