Bridging structural mri with cognitive function for individual level classification of early psychosis via deep learning

HIGHLIGHTS

  • who: Yang Wen from the Shanghai Jiao Tong University, China have published the paper: Bridging structural MRI with cognitive function for individual level classification of early psychosis via deep learning, in the Journal: (JOURNAL)
  • what: As cognitive impairments is one main feature in psychosis, in this study the authors apply a multi-task deep learning framework using sMRI with inclusion of cognitive assessment to facilitate the classification of patients with EP from healthy individuals. The authors evaluate the proposed model on an in-house data set, consisting of 77 sMRI 3D arrays (38 patients with . . .

     

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