Validation of an International Classification of Disease, Ninth Revision coding algorithm to identify decompressive craniectomy for stroke

BMC Neurol. 2017 Jun 26;17(1):121. doi: 10.1186/s12883-017-0864-8.

Abstract

Background: Although International Classification of Disease, Ninth Revision, Clinical Modification (ICD9-CM) coding is the basis of administrative claims data, no study has validated an ICD9-CM algorithm to identify patients undergoing decompressive craniectomy for space-occupying supratentorial infarction.

Methods: Patients who underwent decompressive craniectomy for stroke at our institution were retrospectively identified and their associated ICD9-CM codes were extracted from billing data. An ICD9-CM algorithm was generated and its accuracy compared against physician review.

Results: A total of 10,925 neurosurgical operations were performed from December 2008 to March 2015, of which 46 (0.4%) were decompressive craniectomy for space-occupying stroke. The ICD9-CM procedure code for craniectomy (01.25) was only encoded in 67.4% of patients, while craniotomy (01.24) was used in 19.6% and lobectomy (01.39, 01.53, 01.59) in 13.1%. The ICD-9-CM algorithm included patients with a diagnosis codes for cerebral infarction (433.11, 434.01, 434.11, and 434.91) and a procedure code for craniotomy, craniectomy, or lobectomy. Patients were excluded with an ICD9-CM diagnosis code for brain tumor, intracranial abscess, subarachnoid hemorrhage, vertebrobasilar infarction, intracranial aneurysm, Moyamoya disease, intracranial venous sinus thrombosis, vertebral artery dissection, congenital cerebrovascular anomaly, head trauma or an ICD9-CM procedure code for laminectomy. This algorithm had a sensitivity of 97.8%, specificity of 99.9%, positive predictive value of 88.2%, and negative predictive value of 99.9%. The majority of false-positive results were patients who underwent evacuation of a primary intracerebral hematoma.

Conclusion: An ICD-9-CM algorithm based on diagnosis and procedure codes can effectively identify patients undergoing decompressive craniectomy for supratentorial stroke.

Keywords: Decompressive craniectomy; International classification of disease; Ischemic stroke; Validation.

Publication types

  • Validation Study

MeSH terms

  • Adult
  • Aged
  • Algorithms
  • Cerebral Infarction / diagnosis*
  • Decompressive Craniectomy / methods*
  • Female
  • Hematoma / surgery
  • Humans
  • International Classification of Diseases*
  • Male
  • Middle Aged
  • Retrospective Studies
  • Sensitivity and Specificity
  • Stroke / diagnosis
  • Stroke / surgery*
  • Young Adult