Prediction of American Society of Anesthesiologists Physical Status Classification from preoperative clinical text narratives using natural language processing

BACKGROUND: Electronic health records (EHR) contain large volumes of unstructured free-form text notes that richly describe a patient’s health and medical comorbidities. It is unclear if perioperative risk stratification can be performed directly from these notes without manual data extraction. We c...

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Detalles Bibliográficos
Autores principales: Chung, Philip, Fong, Christine T., Walters, Andrew M., Yetisgen, Meliha, O’Reilly-Shah, Vikas N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476287/
https://www.ncbi.nlm.nih.gov/pubmed/37667258
http://dx.doi.org/10.1186/s12871-023-02248-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476287/
https://www.ncbi.nlm.nih.gov/pubmed/37667258
http://dx.doi.org/10.1186/s12871-023-02248-0

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