There is a critical need to identify electronic health records without compromising the privacy and confidentiality of patient data. This white paper discusses important possible parameters associated with electronic health records that could be used for this identification. The core objective of this white paper is to set a stage for the development of IEEE standards associated with the identification of electronic health records, thereby discussing the feasibility and potential stakeholders for such standards.