1. Introduction Medical billing and coding play a crucial role in healthcare to ensure providers are correctly reimbursed for the services they offer. These processes involve converting a patient's diagnosis, treatment, and procedures into standardized codes, which are then used to file claims with insurance companies for payment. Ineffective bill