Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data

Multiple sclerosis (MS) can be divided into four phenotypes based on clinical evolution. The pathophysiological boundaries of these phenotypes are unclear, limiting treatment stratification. Machine learning can identify groups with similar features using multidimensional data. Here, to classify MS...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:Nat Commun
मुख्य लेखकों: Eshaghi, Arman, Young, Alexandra L., Wijeratne, Peter A., Prados, Ferran, Arnold, Douglas L., Narayanan, Sridar, Guttmann, Charles R. G., Barkhof, Frederik, Alexander, Daniel C., Thompson, Alan J., Chard, Declan, Ciccarelli, Olga
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Nature Publishing Group UK 2021
विषय:
Article
ऑनलाइन पहुंच:https://ncbi.nlm.nih.gov/pmc/articles/PMC8024377/
https://ncbi.nlm.nih.gov/pubmed/33824310
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-22265-2
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