Using Machine Learning to Predict Dementia from Neuropsychiatric Symptom and Neuroimaging Data

BACKGROUND: Machine learning (ML) is a promising technique for patient-specific prediction of mild cognitive impairment (MCI) and dementia development. Neuropsychiatric symptoms (NPS) might improve the accuracy of ML models but have barely been used for this purpose. OBJECTIVES: To investigate if ba...

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Detalhes bibliográficos
Publicado no:J Alzheimers Dis
Main Authors: Gill, Sascha, Mouches, Pauline, Hu, Sophie, Rajashekar, Deepthi, MacMaster, Frank P., Smith, Eric E., Forkert, Nils D., Ismail, Zahinoor
Formato: Artigo
Idioma:Inglês
Publicado em: IOS Press 2020
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7306896/
https://ncbi.nlm.nih.gov/pubmed/32250302
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3233/JAD-191169
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