Revealing the Roles of Part-of-Speech Taggers in Alzheimer Disease Detection: Scientific Discovery Using One-Intervention Causal Explanation

BACKGROUND: Recently, rich computational methods that use deep learning or machine learning have been developed using linguistic biomarkers for the diagnosis of early-stage Alzheimer disease (AD). Moreover, some qualitative and quantitative studies have indicated that certain part-of-speech (PoS) fe...

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Detalles Bibliográficos
Autores principales: Wen, Bingyang, Wang, Ning, Subbalakshmi, Koduvayur, Chandramouli, Rajarathnam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10189619/
https://www.ncbi.nlm.nih.gov/pubmed/37129944
http://dx.doi.org/10.2196/36590

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10189619/
https://www.ncbi.nlm.nih.gov/pubmed/37129944
http://dx.doi.org/10.2196/36590

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