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Identification of cancer chemotherapy regimens and patient cohorts in administrative claims: challenges, opportunities, and a proposed algorithm.

Catherine M LockhartCara L McDermottAaron B MendelsohnJames MarshallAli McBrideGary YeeMinghui Sam LiAziza Jamal-AllialDjeneba Audrey DjiboGabriela Vazquez BenitezTerese A DeForPamala A Pawloski
Published in: Journal of medical economics (2023)
Medications used for multiple indications, sensitivity and specificity of administrative codes, and relative timing of medication exposure must all be evaluated to identify patient cohorts receiving chemotherapy from claims data.
Keyphrases
  • health insurance
  • case report
  • locally advanced
  • machine learning
  • healthcare
  • deep learning
  • emergency department
  • squamous cell carcinoma
  • young adults
  • childhood cancer
  • artificial intelligence
  • lymph node metastasis