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Harmonizing Healthy Cohorts to Support Multicenter Studies on Migraine Classification using Brain MRI Data.

Hyunsoo YoonTodd J SchwedtCatherine D ChongOyekanmi OlatundeTeresa Wu
Published in: medRxiv : the preprint server for health sciences (2023)
The harmonization method was established by Healthy Core Construction.The inclusion of a healthy core addresses intrinsic heterogeneity that exists within a healthy control cohort and in multicenter studies.The utilization of a healthy core can increase the accuracy and generalizability of brain imaging-based classification models.The proposed harmonization method offers flexible utilities for multicenter studies.
Keyphrases
  • magnetic resonance imaging
  • case control
  • clinical trial
  • high resolution
  • white matter
  • double blind
  • magnetic resonance
  • multiple sclerosis
  • single cell
  • electronic health record
  • functional connectivity