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Longitudinal self-supervised learning

Machine learning analysis of longitudinal neuroimaging data is typically based on supervised learning, which requires large number of ground-truth labels to be informative. As ground-truth labels are often missing or expensive to obtain in neuroscience, we avoid them in our analysis by combing facto...

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Bibliografiska uppgifter
I publikationen:Med Image Anal
Huvudupphovsmän: Zhao, Qingyu, Liu, Zixuan, Adeli, Ehsan, Pohl, Kilian M.
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2021
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC8184636/
https://ncbi.nlm.nih.gov/pubmed/33882336
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2021.102051
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