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Improving Real-World Mortality Data Quality in Oncology Research: Augmenting Electronic Medical Records With Obituary, Social Security Death Index, and Commercial Claims Data.

Ping ShaoJon G TepsickBrigham WalkerHerman E Ray
Published in: JCO clinical cancer informatics (2023)
When the enriched EMR data set was augmented with one external data set, the obituary data set provided the most additional value, followed by claims, and then SSA. The augmentation of all the data sources had a significant impact on the OS results compared with enriched EMR alone.
Keyphrases
  • electronic health record
  • big data
  • healthcare
  • health insurance
  • palliative care
  • cardiovascular disease
  • risk factors
  • deep learning
  • artificial intelligence