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Questionnaire and structural imaging data accurately predict headache improvement in patients with acute post-traumatic headache attributed to mild traumatic brain injury.

Lingchao MaoJing LiTodd J SchwedtVisar BerishaDevin NikjouTeresa WuGina M DumkriegerKatherine B RossCatherine Daniela Chong
Published in: Cephalalgia : an international journal of headache (2023)
A model including clinical questionnaire data and measures of brain structure accurately predicted headache improvement in patients with post-traumatic headache and achieved improvement compared to a model developed using questionnaire data alone.
Keyphrases
  • electronic health record
  • mild traumatic brain injury
  • big data
  • psychometric properties
  • cross sectional
  • white matter
  • deep learning
  • blood brain barrier