Use of Patient-Reported Symptoms from an Online Symptom Tracking Tool for Dementia Severity Staging: Development and Validation of a Machine Learning Approach

BACKGROUND: SymptomGuide Dementia (DGI Clinical Inc) is a publicly available online symptom tracking tool to support caregivers of persons living with dementia. The value of such data are enhanced when the specific dementia stage is identified. OBJECTIVE: We aimed to develop a supervised machine lea...

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Detalles Bibliográficos
Autores principales: Shehzad, Aaqib, Rockwood, Kenneth, Stanley, Justin, Dunn, Taylor, Howlett, Susan E
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7688393/
https://www.ncbi.nlm.nih.gov/pubmed/33174853
http://dx.doi.org/10.2196/20840

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