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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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