Developing an Explainable Machine Learning-Based Personalised Dementia Risk Prediction Model: A Transfer Learning Approach With Ensemble Learning Algorithms

Alzheimer's disease (AD) has its onset many decades before dementia develops, and work is ongoing to characterise individuals at risk of decline on the basis of early detection through biomarker and cognitive testing as well as the presence/absence of identified risk factors. Risk prediction mo...

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Detalles Bibliográficos
Autores principales: Danso, Samuel O., Zeng, Zhanhang, Muniz-Terrera, Graciela, Ritchie, Craig W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Big Data
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8187875/
https://www.ncbi.nlm.nih.gov/pubmed/34124650
http://dx.doi.org/10.3389/fdata.2021.613047

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8187875/
https://www.ncbi.nlm.nih.gov/pubmed/34124650
http://dx.doi.org/10.3389/fdata.2021.613047

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