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Structured sparsity regularized multiple kernel learning for Alzheimer’s disease diagnosis

Multimodal data fusion has shown great advantages in uncovering information that could be overlooked by using single modality. In this paper, we consider the integration of high-dimensional multi-modality imaging and genetic data for Alzheimer’s disease (AD) diagnosis. With a focus on taking advanta...

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Vydáno v:Pattern Recognit
Hlavní autoři: Peng, Jialin, Zhu, Xiaofeng, Wang, Ye, An, Le, Shen, Dinggang
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6410562/
https://ncbi.nlm.nih.gov/pubmed/30872866
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.patcog.2018.11.027
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