%X With the rising expense of healthcare and rising health insurance premiums, preventive healthcare and wellness are necessary. Additionally, a new era in medical records in the healthcare industry, digitalization has ushered in a paradigm shift. As a result, the healthcare industry is seeing an increase in data volume., complexity, variety, and timeliness. As healthcare professionals explore ways to reduce costs while enhancing care processes, delivery, and management, big data (BD), appears as a viable option with the potential to alter the sector. This paradigm changes from reactive to proactive healthcare has the potential to result in total cost savings and eventually economic development. However, while the healthcare business leverages the potential of BD, privacy concerns remain a top priority as new threats and vulnerabilities emerge. We describe the state-of-the-art privacy challenges in BD related to the healthcare business in this study. © 2022 IEEE. %K Health care; Health insurance; Metadata, Care management; Care process; Data volume; Health care professionals; Healthcare industry; Insurance premiums; Medical record; Paradigm shifts; Reduce costs; Transformation, Big data %J 2022 International Conference on Decision Aid Sciences and Applications, DASA 2022 %L scholars17662 %O cited By 0; Conference of 2022 International Conference on Decision Aid Sciences and Applications, DASA 2022 ; Conference Date: 23 March 2022 Through 25 March 2022; Conference Code:179103 %R 10.1109/DASA54658.2022.9764966 %D 2022 %A E.A.A. Ghaleb %A P.D.D. Dominic %A A. Muneer %A A.A. Almohammedi %I Institute of Electrical and Electronics Engineers Inc. %T Big Data in Healthcare Transformation: A Short Review %P 265-269