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Algorithm to Identify Incident Epithelial Ovarian Cancer Cases Using Claims Data.

Sarah P HuepenbeckerHui ZhaoCharlotte C SunShuangshuang FuWeiguo HeSharon H GiordanoLarissa A Meyer
Published in: JCO clinical cancer informatics (2022)
Our algorithm correctly identified most incident epithelial ovarian cancer cases, especially those with advanced disease. This algorithm will facilitate research in other claims-based data sets where cancer registry data are unavailable.
Keyphrases
  • machine learning
  • electronic health record
  • deep learning
  • big data
  • cardiovascular disease
  • health insurance
  • papillary thyroid
  • neural network
  • squamous cell carcinoma
  • artificial intelligence
  • data analysis