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Conversion and time-to-conversion predictions of mild cognitive impairment using low-rank affinity pursuit denoising and matrix completion

In this paper, we aim to predict conversion and time-to-conversion of mild cognitive impairment (MCI) patients using multi-modal neuroimaging data and clinical data, via cross-sectional and longitudinal studies. However, such data are often heterogeneous, high-dimensional, noisy, and incomplete. We...

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Podrobná bibliografie
Vydáno v:Med Image Anal
Hlavní autoři: Thung, Kim-Han, Yap, Pew-Thian, Adeli, Ehsan, Lee, Seong-Whan, Shen, Dinggang
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6892173/
https://ncbi.nlm.nih.gov/pubmed/29414437
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2018.01.002
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