Correct coding and reporting of healthcare diagnoses and services have become more critical in recent years as healthcare data needs have evolved. Computer applications for automating this process are available yet, to date such automated solutions are not widely used. The objective of this systematic review is to assess whether automated coding and classification systems, currently available for administrative coding purposes, perform as well as human coders.