Enhancing Phenotype Recognition in Clinical Notes Using Large Language Models: PhenoBCBERT and PhenoGPT

To enhance phenotype recognition in clinical notes of genetic diseases, we developed two models - PhenoBCBERT and PhenoGPT - for expanding the vocabularies of Human Phenotype Ontology (HPO) terms. While HPO offers a standardized vocabulary for phenotypes, existing tools often fail to capture the ful...

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Detalles Bibliográficos
Autores principales: Yang, Jingye, Liu, Cong, Deng, Wendy, Wu, Da, Weng, Chunhua, Zhou, Yunyun, Wang, Kai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cornell University 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10659449/
https://www.ncbi.nlm.nih.gov/pubmed/37986722

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10659449/
https://www.ncbi.nlm.nih.gov/pubmed/37986722

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