Kentucky medical coding expert witnesses analyze clinical documentation and billing data to assess coding accuracy and reimbursement. They often come from hospital revenue integrity, HIM leadership, and certified coding auditor roles within systems like UK HealthCare and Norton Healthcare. Their opinions commonly address CPT and ICD-10 selection, DRG assignment, medical necessity, and payer compliance disputes.