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Morpho-mechanistic screening criteria for the echocardiographic detection of rheumatic heart disease.

Luke David HunterAnton Frans DoubellAlfonso Jan Kemp PecoraroMark J MonaghanGuy LloydCarl J LombardPhilipus George Herbst
Published in: Heart (British Cardiac Society) (2023)
Our proposed MM approach showed an equal sensitivity to the WHF criteria but with significantly improved specificity. The MM RHD rule-out test excluded RHD-negative cases while identifying all cases within the CRS RHD-positive cohort. This holds promise for the development of a two-step RHD screening algorithm to enable task shifting in RHD endemic regions.
Keyphrases
  • pulmonary hypertension
  • machine learning
  • rheumatoid arthritis
  • left ventricular
  • heart failure
  • left atrial
  • mitral valve
  • big data
  • deep learning
  • artificial intelligence