Development of a machine learning model to predict mild cognitive impairment using natural language processing in the absence of screening

BACKGROUND: Patients and their loved ones often report symptoms or complaints of cognitive decline that clinicians note in free clinical text, but no structured screening or diagnostic data are recorded. These symptoms/complaints may be signals that predict who will go on to be diagnosed with mild c...

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Detalles Bibliográficos
Autores principales: Penfold, Robert B., Carrell, David S., Cronkite, David J., Pabiniak, Chester, Dodd, Tammy, Glass, Ashley MH, Johnson, Eric, Thompson, Ella, Arrighi, H. Michael, Stang, Paul E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9097352/
https://www.ncbi.nlm.nih.gov/pubmed/35549702
http://dx.doi.org/10.1186/s12911-022-01864-z

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