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Should substitution monotherapy or combination therapy be used after failure of the first antiseizure medication? Observations from a 30-year cohort study.

Haris HakeemBshra Ali A AlsfoukPatrick KwanMartin J BrodieZhibin Chen MBiostat
Published in: Epilepsia (2023)
The choice of second regimen used based on clinical judgment was not associated with treatment outcome in patients whose initial monotherapy failed due to poor seizure control. Alternative approaches such as machine learning should be explored to aid individualized selection of the second ASM regimen.
Keyphrases
  • combination therapy
  • machine learning
  • end stage renal disease
  • chronic kidney disease
  • healthcare
  • prognostic factors
  • emergency department
  • patient reported outcomes
  • clinical trial
  • big data
  • study protocol