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KERNEL-BASED MULTI-TASK JOINT SPARSE CLASSIFICATION FOR ALZHEIMER’S DISEASE

Multi-modality imaging provides complementary information for diagnosis of neurodegenerative disorders such as Alzheimer’s disease (AD) and its prodrome, mild cognitive impairment (MCI). In this paper, we propose a kernel-based multi-task sparse representation model to combine the strengths of MRI a...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Wang, Yaping, Liu, Manhua, Guo, Lei, Shen, Dinggang
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2013
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3892707/
https://ncbi.nlm.nih.gov/pubmed/24443696
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ISBI.2013.6556786
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