A Two Stage Sequential Ensemble Applied to the Classification of Alzheimer's Disease Based on MRI Features
- Author
- TERMENON, M1 ; GRANA, M1
[1] Grupo de Inteligencia Computacional, Universidad del Pais Vasco, Leioa, Spain - Source
Neural processing letters. 2012, Vol 35, Num 1, pp 1-12, 12 p ; ref : 32 ref
- ISSN
- 1370-4621
- Scientific domain
- Cognition; Computer science
- Publisher
- Springer, Dordrecht
- Publication country
- Netherlands
- Document type
- Article
- Language
- English
- Author keyword
- Alzheimer's disease Magnetic resonance imaging Relevance vector machine Sequential ensemble of classifiers Voxel-based morphometry
- Keyword (fr)
- Analyse régression Apprentissage probabilités Base de données Classification à vaste marge Démence d'Alzheimer Estimation Bayes Imagerie RMN Intervalle confiance Modèle agrégé Morphométrie Méthode noyau Voxel
- Keyword (en)
- Regression analysis Probability learning Database Vector support machine Alzheimer disease Bayes estimation Nuclear magnetic resonance imaging Confidence interval Aggregate model Morphometry Kernel method Voxel
- Keyword (es)
- Análisis regresión Aprendizaje probabilidades Base dato Máquina ejemplo soporte Demencia Alzheimer Estimación Bayes Imaginería RMN Intervalo confianza Modelo agregado Morfometría Método núcleo Voxel
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B07 Memory organisation. Data processing / 001D02B07B Data processing. List processing. Character string processing
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C03 Pattern recognition. Digital image processing. Computational geometry
- Pascal
- 002 Biological and medical sciences / 002B Medical sciences / 002B24 Investigative techniques, diagnostic techniques (general aspects) / 002B24A Radiodiagnosis. Nmr imagery. Nmr spectrometry / 002B24A06 Nervous system
- Discipline
- Computer science : theoretical automation and systems Scanning and diagnostic techniques
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 25344020
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1007/s11063-011-9200-2 
https://dx.doi.org/10.1007/s11063-011-9200-2
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