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Validity of claims-based algorithms to identify neurodevelopmental disorders in children.

Loreen StraubBrian T BatemanSonia Hernandez-DiazCassandra YorkYanmin ZhuElizabeth A SuarezBarry LesterLyndon GonzalezRyan HansonClara HildebrandtJoseph HomsiDaniel KangKen W K LeeZachary LeeLinda LiMckenna LongacreNidhi ShahNatalie TukanFrances WallaceChristina WilliamsSalim ZerrinyHelen MogunKrista F Huybrechts
Published in: Pharmacoepidemiology and drug safety (2021)
PPVs were generally high (range: 82%-98%), suggesting that claims-based algorithms can be used to study NDDs. For DCD, additional criteria are needed to improve the classification of true cases.
Keyphrases
  • machine learning
  • deep learning
  • health insurance
  • young adults