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Abstract: PHI data privacy has increasingly become a matter of concern in the era of large public digital repositories of data.This is particularly true in healthcare where data can be misused if traced back to patients, and brings with itself a myriad of possibilities.Digital data in healthcare is a double-edged sword.While on the one hand, digitalization has allowed for a wide variety of advancements, including teleconsultations, easy retrieval and duplication of data for records and development of applications such as machine learning, it has also allowed for the possibility that the personal medical records of a patient can be accessed by a number of individuals.