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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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Bibliografiska uppgifter
I publikationen:Med Image Comput Comput Assist Interv
Huvudupphovsmän: Zhu, Xiaofeng, Thung, Kim-Han, Adeli, Ehsan, Zhang, Yu, Shen, Dinggang
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2017
Ämnen:
Länkar: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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