Login / Signup

Validity of claims-based algorithms for selected cancers in Japan: Results from the VALIDATE-J study.

Cynthia de LuiseNaonobu SugiyamaToshitaka MorishimaTakakazu HiguchiKayoko KatayamaSho NakamuraHaoqian ChenEdward NonnenmacherRyota HaseSadao JinnoMitsuyo KinjoDaisuke SuzukiYoshiya TanakaSoko Setoguchi
Published in: Pharmacoepidemiology and drug safety (2021)
VALIDATE-J demonstrated high specificity and modest-to-moderate sensitivity for claims-based algorithms of most malignancies using Japanese claims data. Use of claims-based algorithms will enable identification of patient populations from claims databases, while avoiding direct patient identification. Further research is needed to confirm the generalizability of our results and applicability to specific subgroups of patient populations.
Keyphrases
  • health insurance
  • machine learning
  • case report
  • deep learning
  • big data
  • electronic health record
  • artificial intelligence