Virginia medical coding expert witnesses clarify how clinical documentation translates into ICD-10-CM, CPT, and HCPCS billing across hospitals and physician groups. Many are credentialed coders, compliance officers, auditors, or HIM leaders with experience in Northern Virginia health systems and Richmond academic centers. They commonly evaluate coding accuracy, medical necessity, DRG assignment, and reimbursement compliance.