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Machine learning for clinical outcome prediction in cerebrovascular and endovascular neurosurgery: systematic review and meta-analysis.

Haydn HoffmanJason J SimsVioliza Inoa-AcostaDaniel HoitAdam S ArthurDan Y DraytselYeonSoo KimNitin Goyal
Published in: Journal of neurointerventional surgery (2024)
ML performs favorably for clinical outcome prediction in cerebrovascular and endovascular neurosurgery. However, multicenter studies with external validation are needed to ensure the generalizability of these findings.
Keyphrases
  • machine learning
  • aortic dissection
  • artificial intelligence
  • cross sectional
  • clinical trial
  • big data
  • case control
  • double blind