Applying computer text mining algorithms for oversampling tumor mutation status in medical records for the NCI Patterns of Care studies.

The adaption of text mining algorithm proved effective in oversample patients with uncommon conditions in studies where electronic medical records are accessible. The 2019 POC study provides valuable data for researchers to evaluate cancer therapy details and patient characteristics, particularly among those with EGFR/ALK test positive cases.