Identifying the presence and severity of dementia by applying interpretable machine learning techniques on structured clinical records

BACKGROUND: Dementia develops as cognitive abilities deteriorate, and early detection is critical for effective preventive interventions. However, mainstream diagnostic tests and screening tools, such as CAMCOG and MMSE, often fail to detect dementia accurately. Various graph-based or feature-depend...

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Detalles Bibliográficos
Autores principales: Vyas, Akhilesh, Aisopos, Fotis, Vidal, Maria-Esther, Garrard, Peter, Paliouras, Georgios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9578246/
https://www.ncbi.nlm.nih.gov/pubmed/36253849
http://dx.doi.org/10.1186/s12911-022-02004-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9578246/
https://www.ncbi.nlm.nih.gov/pubmed/36253849
http://dx.doi.org/10.1186/s12911-022-02004-3

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