In the healthcare industry, the seamless operation of billing and reimbursement systems depends heavily on medical coding codes. These codes transform medical diagnoses, procedures, services, and equipment into universal alphanumeric representations, enabling accurate communication between healthcare providers and insurance companies. For healthcar