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Predictors of High Healthcare Cost Among Patients with Generalized Myasthenia Gravis: A Combined Machine Learning and Regression Approach from a US Payer Perspective.

Maryia ZhdanavaJacqueline PesaPorpong BoonmakSamuel SchwartzbeinQian CaiDominic PilonZia ChoudhryMarie-Hélène LafeuillePatrick LefebvreNizar Souayah
Published in: Applied health economics and health policy (2024)
This analysis links patient characteristics both before the formal MG diagnosis and in the first year to high future healthcare costs. Findings may help inform payers on cost-saving strategies, and providers can potentially shift to targeted treatment approaches to reduce the clinical and economic burden of gMG.
Keyphrases
  • healthcare
  • myasthenia gravis
  • machine learning
  • case report
  • cancer therapy
  • artificial intelligence
  • current status
  • drug delivery
  • smoking cessation