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Measles and Rubella Diagnostic and Classification Challenges in Near- and Post-Elimination Countries.

Thomas D FilardoStephen N CrookeBettina BankampKelley RainesAdria D MathisTatiana M LanzieriR Suzanne BeardLudmila PerelyginaDavid E SugermanPaul A Rota
Published in: Vaccines (2024)
Measles and rubella are vaccine-preventable viral diseases and can be prevented by safe, highly effective vaccination with measles- and rubella-containing vaccines. Given the myriad causes of febrile exanthems, laboratory surveillance for both measles and rubella is important to document the incidence of these diseases and to track the progress and maintenance of elimination in near- and post-elimination settings. Diagnostic challenges can hinder effective surveillance and classification challenges can hinder efforts to demonstrate achievement or maintenance of elimination. In this report, we review diagnostic and classification challenges for measles and rubella in near- and post-elimination settings.
Keyphrases
  • machine learning
  • deep learning
  • public health
  • risk factors