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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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Detalhes bibliográficos
Publicado no:Front Big Data
Main Authors: Danso, Samuel O., Zeng, Zhanhang, Muniz-Terrera, Graciela, Ritchie, Craig W.
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8187875/
https://ncbi.nlm.nih.gov/pubmed/34124650
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fdata.2021.613047
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