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Predictive Utility of Cardiovascular Risk Prediction Algorithms in Inflammatory Rheumatic Diseases: A Systematic Review.

Keith ColacoVanessa OcampoAna Patricia AyalaPaula HarveyDafna D GladmanVincent PiguetLihi Eder
Published in: The Journal of rheumatology (2019)
Our study confirmed that general risk algorithms mostly underestimate and at times overestimate CV risk in rheumatic patients. We did not find studies that evaluated models for psoriasis or AS, which further demonstrates a need for research in these populations.
Keyphrases
  • machine learning
  • end stage renal disease
  • ejection fraction
  • deep learning
  • newly diagnosed
  • chronic kidney disease
  • rheumatoid arthritis
  • prognostic factors
  • peritoneal dialysis
  • patient reported outcomes