As healthcare organizations strive to improve quality of care and patient safety, it becomes paramount that they identify patients correctly and match records accurately both within and across institutions. Continuous care and population health benefits can be optimized when providers can have a comprehensive view of a patients health record through seamless health information exchange. Various patient matching techniques have emerged to facilitate accurate patient identification. In this paper, we present a review of existing patient matching techniques, analyzed based on accuracy, cost and execution time.