Identification and Characterization of Immune Checkpoint Inhibitor-Induced Toxicities From Electronic Health Records Using Natural Language Processing.
Hannah BarmanSriram VenkateswaranAntonio Del SantoUnice YooEli SilvertKrishna RaoBharathwaj RaghunathanLisa A KottschadeMatthew S BlockG Scott ChandlerJoshua ZalisTyler E WagnerRajat MohindraPublished in: JCO clinical cancer informatics (2024)
Overall, AC models enabled more accurate identification and assessment of patient impact of ICI-induced irAEs not found using diagnosis codes, demonstrating a novel and more efficient strategy to assess real-world clinical outcomes in patients treated with ICIs.