Correct patient identification is the cornerstone for the proper implementation of electronic health records. Up to 20% of the registered patients are duplicated in most systems. Strong identification policies and robust systems can minimize such errors. In this poster we share the Ministry of Health recommendations for the Master Patient Index improvement using search algorithms.