Clustering fMRI data with a robust unsupervised learning algorithm for neuroscience data mining.


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Aljobouri H. K. , Jaber H. A. , KOÇAK O. M. , Algin O. , Cankaya I.

Journal of neuroscience methods, vol.299, pp.45-54, 2018 (Journal Indexed in SCI Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 299
  • Publication Date: 2018
  • Doi Number: 10.1016/j.jneumeth.2018.02.007
  • Title of Journal : Journal of neuroscience methods
  • Page Numbers: pp.45-54

Abstract

Background: Clustering approaches used in functional magnetic resonance imaging (fMRI) research use brain activity to divide the brain into various parcels with some degree of homogeneous characteristics, but choosing the appropriate clustering algorithms remains a problem.