# Data mining methods in the prediction of Dementia: A real-data comparison of the accuracy, sensitivity and specificity of linear discriminant analysis, logistic regression, neural networks, support vector machines, classification trees and random forests

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/data-mining-methods-in-the-prediction-of-dementia-a-real-data-comparison-of-the/

## Facts

| Field | Value |
| --- | --- |
| Author Names | João Marôco,Dina Silva,Ana Pina Rodrigues,Manuela Guerreiro,Isabel Santana,Alexandre de Mendonça |
| Citations | 447 |
| DOI | 10.1186/1756-0500-4-299 |
| Fields | Biochemistry, Genetics and Molecular Biology,Health Professions,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://bmcresnotes.biomedcentral.com/track/pdf/10.1186/1756-0500-4-299 |
| OpenAlex ID | https://openalex.org/W2093103229 |
| PMID | 21849043 |
| Type | article |
| Year | 2011 |

## Paper authors

- [João Marôco](https://scholariq.org/researchers/joao-maroco/)
- [Alexandre de Mendonça](https://scholariq.org/researchers/alexandre-de-mendonca/)

## Paper journal

- [BMC Research Notes](https://scholariq.org/journals/bmc-research-notes/)

## Paper primary topic

- [Dementia and Cognitive Impairment Research](https://scholariq.org/topics/dementia-and-cognitive-impairment-research/)

## Paper topics

- [Dementia and Cognitive Impairment Research](https://scholariq.org/topics/dementia-and-cognitive-impairment-research/)
- [Artificial Intelligence in Healthcare](https://scholariq.org/topics/artificial-intelligence-in-healthcare/)
- [Biological Research and Disease Studies](https://scholariq.org/topics/biological-research-and-disease-studies/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.