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Maximum Mean Discrepancy Based Multiple Kernel Learning for Incomplete Multimodality Neuroimaging Data

It is challenging to use incomplete multimodality data for Alzheimer’s Disease (AD) diagnosis. The current methods to address this challenge, such as low-rank matrix completion (i.e., imputing the missing values and unknown labels simultaneously) and multi-task learning (i.e., defining one regressio...

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Bibliografske podrobnosti
izdano v:Med Image Comput Comput Assist Interv
Main Authors: Zhu, Xiaofeng, Thung, Kim-Han, Adeli, Ehsan, Zhang, Yu, Shen, Dinggang
Format: Artigo
Jezik:Inglês
Izdano: 2017
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC5790115/
https://ncbi.nlm.nih.gov/pubmed/29392246
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-66179-7_9
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