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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...
Autores principales: | Wen, Bingyang, Wang, Ning, Subbalakshmi, Koduvayur, Chandramouli, Rajarathnam |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2023
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Materias: | |
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 |
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