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Progressive Graph-Based Transductive Learning for Multi-modal Classification of Brain Disorder Disease

Graph-based Transductive Learning (GTL) is a powerful tool in computer-assisted diagnosis, especially when the training data is not sufficient to build reliable classifiers. Conventional GTL approaches first construct a fixed subject-wise graph based on the similarities of observed features (i.e., e...

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Vydáno v:Med Image Comput Comput Assist Interv
Hlavní autoři: Wang, Zhengxia, Zhu, Xiaofeng, Adeli, Ehsan, Zhu, Yingying, Zu, Chen, Nie, Feiping, Shen, Dinggang, Wu, Guorong
Médium: Artigo
Jazyk:Inglês
Vydáno: 2016
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On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5380237/
https://ncbi.nlm.nih.gov/pubmed/28386606
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-46720-7_34
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