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Extraction of Unstructured Electronic Health Records to Evaluate Glioblastoma Treatment Patterns.

Akshay SwaminathanAlexander L RenJanet Y WuAarohi Bhargava-ShahIvan LopezUjwal SrivastavaVassilis AlexopoulosRebecca PizzitolaBrandon BuiLayth AlkhaniSusan LeeNathan MohitNoel SeoNicholas MacedoWinson ChengWilliam WangEdward TranReena ThomasOlivier Gevaert
Published in: JCO clinical cancer informatics (2024)
We described a workflow for extracting diagnosis of GBM and LOT from EHR data that combines nonclinician abstraction with algorithmic processing, demonstrating comparable accuracy with clinician abstraction and highlighting the potential for scalable and efficient EHR-based oncology research.
Keyphrases
  • electronic health record
  • clinical decision support
  • adverse drug
  • palliative care
  • machine learning
  • risk assessment
  • climate change