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Feasibility of extracting cancer stage and metastasis codes from health insurance claims of outpatients and expressibility in ICD-11: a cross-sectional study using national health insurance data from South Korea.

Young-Taek ParkDongwoon HanKyoung-Hoon KimHoguen KimHojung Joseph YoonChris LaneByeo-Ri KimJoo-Yeon Jeong
Published in: BMJ open (2024)
Extracting cancer stage and TNM codes from health insurance claims were feasible, but expressibility in ICD-11 codes was limited. WHO may need to create specific cancer stage and TNM extension codes for ICD-11 due to the absence of current rules in ICD-11.
Keyphrases
  • health insurance
  • affordable care act
  • papillary thyroid
  • squamous cell
  • healthcare
  • lymph node metastasis
  • childhood cancer
  • squamous cell carcinoma
  • machine learning
  • quality improvement
  • young adults
  • deep learning