Performance of machine learning algorithms for dementia assessment: impacts of language tasks, recording media, and modalities

OBJECTIVES: Automatic speech and language assessment methods (SLAMs) can help clinicians assess speech and language impairments associated with dementia in older adults. The basis of any automatic SLAMs is a machine learning (ML) classifier that is trained on participants’ speech and language. Howev...

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Detalles Bibliográficos
Autores principales: Parsapoor (Parsa), Mahboobeh (Mah), Alam, Muhammad Raisul, Mihailidis, Alex
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9985301/
https://www.ncbi.nlm.nih.gov/pubmed/36869377
http://dx.doi.org/10.1186/s12911-023-02122-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9985301/
https://www.ncbi.nlm.nih.gov/pubmed/36869377
http://dx.doi.org/10.1186/s12911-023-02122-6

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