Cooperative Correlational and Discriminative Ensemble Classifier Learning for Early Dementia Diagnosis Using Morphological Brain Multiplexes

Cooperative Correlational and Discriminative Ensemble Classifier Learning for Early Dementia Diagnosis Using Morphological Brain Multiplexes

Dementia alters the brain wiring on different levels. However, these changes might be subtle particularly in patients with early mild cognitive impairment (eMCI). Hence, developing accurate diagnostic techniques for eMCI identification is critical for early intervention to prevent the onset of Alzhe...

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Bibliographic Details
Main Authors: Rory Raeper, Anna Lisowska, Islem Rekik
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Morphological brain network
multi-view brain data
canonical correlation analysis
discriminative methods
linear discriminant analysis
ensemble classifier
Online Access:https://ieeexplore.ieee.org/document/8425717/

Internet

https://ieeexplore.ieee.org/document/8425717/

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