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Computational simulation of the potential improvement in clinical outcomes of cardiovascular diseases with the use of a personalized predictive medicine approach.

Xander JacquemynJef Van den EyndeBhargava K ChinniDavid M DanfordShelby KuttyCedric Manlhiot
Published in: Journal of the American Medical Informatics Association : JAMIA (2024)
These findings highlight that predictive allocation could result in improved group-level outcomes, particularly when highly predictive models are available. These findings will need to be confirmed in simulations of other trials with varying conditions and eventually in RCTs of predictive vs guideline-based treatment allocation.
Keyphrases
  • cardiovascular disease
  • type diabetes
  • molecular dynamics
  • metabolic syndrome
  • cardiovascular risk factors
  • skeletal muscle
  • climate change