Security and privacy of electronic health records: Concerns and challenges
Open accessAbstract
Electronic Medical Records (EMRs) can provide many benefits to physicians, patients and healthcare services if they are adopted by healthcare organizations. But concerns about privacy and security that relate to patient information can cause there to be relatively low EMR adoption by a number of health institutions. Safeguarding a huge quantity of health data that is sensitive at separate locations in different forms is one of the big challenges of EMR. A review is presented in this paper to identify the health organizations’ privacy and security concerns and to examine solutions that could address the various concerns that have been identified. It shows the IT security incidents that have taken place in healthcare settings. The review will enable researchers to understand these security and privacy concerns and solutions that are available.
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Healthcare datasets primarily consist of patient information, and strict regulation of medical privacy encompasses the security of medical records and the confidentiality of conversations between healthcare professionals.
“Healthcare datasets primarily consist of patient information, and strict regulation of medical privacy, encompassing the security of medical records and the confidentiality of conversations between healthcare professionals [145], [146].”
From Ethical Framework for Harnessing the Power of AI in Healthcare and Beyond (2024) · cites this paper as [145]
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Miotto, R., Li, L., Kidd, B. A., & Dudley, J. T. (2016) · Scientific Reports · doi:10.1038/srep26094 · Cited by 1,710 · see citing works
Häyrinen, K., Saranto, K., & Nykänen, P. (2008) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2007.09.001 · Cited by 1,303 · see citing works
Security of the Internet of Things: perspectives and challenges
Jing, Q., Vasilakos, A. V., Wan, J., Lu, J., & Qiu, D. (2014) · Wireless Networks · doi:10.1007/s11276-014-0761-7 · Cited by 1,257 · see citing works
Bansal, G., Zahedi, F. “., & Gefen, D. (2010) · Decision Support Systems · doi:10.1016/j.dss.2010.01.010 · Cited by 958 · see citing works
Sittig, D. F., & Singh, H. (2010) · Quality and Safety in Health Care · doi:10.1136/qshc.2010.042085 · Cited by 897 · see citing works
Pfleeger, C. P. (1988) · Cited by 813 · see citing works
Anderson, C. L., & Agarwal, R. (2011) · Information Systems Research · doi:10.1287/isre.1100.0335 · Cited by 533 · see citing works
Carey, D. J., Fetterolf, S. N., Davis, F. D., Faucett, W. A., Kirchner, H. L., Mirshahi, U. L., Murray, M. F., Smelser, D. T., Gerhard, G. S., & Ledbetter, D. H. (2016) · Genetics in Medicine · doi:10.1038/gim.2015.187 · Cited by 453 · see citing works
Benaloh, J., Chase, M., Horvitz, E., & Lauter, K. (2009) · doi:10.1145/1655008.1655024 · Cited by 358 · see citing works
Possible Sources of Bias in Primary Care Electronic Health Record Data Use and Reuse
Verheij, R. A., Ćurčin, V., Delaney, B. C., & McGilchrist, M. M. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9134 · Cited by 293 · see citing works
Health Insurance Portability and Accountability Act (HIPAA)
Shoaf, H. R. (2003) · Plastic and Aesthetic Nursing · doi:10.1097/00006527-200323020-00009 · Cited by 283 · see citing works
Security Techniques for the Electronic Health Records
Kruse, C. S., Smith, B., Vanderlinden, H., & Nealand, A. (2017) · Journal of Medical Systems · doi:10.1007/s10916-017-0778-4 · Cited by 275 · see citing works
Perera, G. C., Holbrook, A. M., Thabane, L., Foster, G., & Willison, D. J. (2010) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2010.11.005 · Cited by 223 · see citing works
Albahri, O. S., Albahri, A. S., Mohammed, K. I., Zaidan, A. A., Zaidan, B. B., Hashim, M. M., & Salman, O. H. (2018) · Journal of Medical Systems · doi:10.1007/s10916-018-0943-4 · Cited by 215 · see citing works
Rohm, A. J., & Milne, G. R. (2002) · Journal of Business Research · doi:10.1016/s0148-2963(02)00345-4 · Cited by 200 · see citing works
Kruse, C. S., & Beane, A. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.8793 · Cited by 188 · see citing works
Cifuentes, M., Davis, M., Fernald, D., Gunn, R., Dickinson, P., & Cohen, D. J. (2015) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2015.s1.150133 · Cited by 164 · see citing works
Data Breaches of Protected Health Information in the United States
Liu, V., Musen, M. A., & Chou, T. (2015) · JAMA · doi:10.1001/jama.2015.2252 · Cited by 144 · see citing works
Patient Interest in Sharing Personal Health Record Information
Zulman, D. M., Nazi, K. M., Turvey, C., Wagner, T. H., Woods, S. S., & An, L. C. (2011) · Annals of Internal Medicine · doi:10.7326/0003-4819-155-12-201112200-00002 · Cited by 139 · see citing works
Edge Computing with Cloud for Voice Disorder Assessment and Treatment
Muhammad, G., Alhamid, M. F., Alsulaiman, M., & Gupta, B. B. (2018) · IEEE Communications Magazine · doi:10.1109/mcom.2018.1700790 · Cited by 137 · see citing works
Hussain, M., Al-Haiqi, A., Zaidan, A. A., Zaidan, B. B., Kiah, M. L. M., Anuar, N. B., & Abdulnabi, M. S. H. (2015) · Computer Methods and Programs in Biomedicine · doi:10.1016/j.cmpb.2015.08.015 · Cited by 130 · see citing works
Leveraging health information technology to achieve the “triple aim” of healthcare reform
Sheikh, A., Sood, H. S., & Bates, D. W. (2015) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocv022 · Cited by 122 · see citing works
Alsalem, M. A., Zaidan, A. A., Zaidan, B. B., Hashim, M. S., Albahri, O. S., Albahri, A. S., Hadi, A., & Mohammed, K. I. (2018) · Journal of Medical Systems · doi:10.1007/s10916-018-1064-9 · Cited by 122 · see citing works
Individuals’ Attitudes Towards Electronic Health Records: A Privacy Calculus Perspective
Dinev, T., Albano, V., Xu, H., D’Atri, A., & Hart, P. (2015) · Annals of information systems · doi:10.1007/978-3-319-23294-2_2 · Cited by 121 · see citing works
Lafky, D. B., & Horan, T. A. (2011) · Health Informatics Journal · doi:10.1177/1460458211399403 · Cited by 109 · see citing works
King, T., Branković, L., & Gillard, P. (2012) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2012.01.005 · Cited by 108 · see citing works
A security framework for mHealth apps on Android platform
Hussain, M., Al-Haiqi, A., Zaidan, A. A., Zaidan, B. B., Kiah, M. L. M., Iqbal, S., Iqbal, S., & Abdulnabi, M. S. H. (2018) · Computers & Security · doi:10.1016/j.cose.2018.02.003 · Cited by 103 · see citing works
A Review of Security of Electronic Health Records
Win, K. T. (2005) · Health Information Management Journal · doi:10.1177/183335830503400105 · Cited by 96 · see citing works
Kisekka, V., & Giboney, J. S. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9014 · Cited by 87 · see citing works
Social Participation in Health 2.0
Hesse, B. W., Hansen, D. L., Finholt, T. A., Munson, S. A., Kellogg, W. A., & Thomas, J. C. (2010) · Computer · doi:10.1109/mc.2010.326 · Cited by 80 · see citing works
Agrawal, D. P., & Wang, H. (2018) · Auerbach Publications eBooks · doi:10.1201/9780429424878 · Cited by 80 · see citing works
Allard, T., Anciaux, N., Bouganim, L., Guo, Y., Folgoc, L. L., Nguyen, B., Pucheral, P., Ray, I., Ray, I., & Yin, S. (2010) · Proceedings of the VLDB Endowment · doi:10.14778/1920841.1920850 · Cited by 69 · see citing works
Meeting the Security Requirements of Electronic Medical Records in the ERA of High-Speed Computing
Alanazi, H. O., Zaidan, A. A., Zaidan, B. B., Kiah, M. L. M., & Albakri, S. H. (2014) · Journal of Medical Systems · doi:10.1007/s10916-014-0165-3 · Cited by 69 · see citing works
What caused the breach? An examination of use of information technology and health data breaches.
Wikina, S. B. (2014) · PubMed · Cited by 63 · see citing works
Factors influencing intention to use personal health records
Whetstone, M., & Goldsmith, R. E. (2009) · International Journal of Pharmaceutical and Healthcare Marketing · doi:10.1108/17506120910948485 · Cited by 62 · see citing works
Enhancing the Security of Exchanging and Storing DICOM Medical Images on the Cloud
Dorgham, O. M., Al-Rahamneh, B., Almomani, A., Al-Hadidi, M. R., & Khatatneh, K. (2017) · International Journal of Cloud Applications and Computing · doi:10.4018/ijcac.2018010108 · Cited by 44 · see citing works
Tejero, A., & Díez, I. D. L. T. (2011) · Journal of Medical Systems · doi:10.1007/s10916-011-9779-x · Cited by 43 · see citing works
The HIPAA Conundrum in the Era of Mobile Health and Communications
Wang, C. J., & Huang, D. J. (2013) · JAMA · doi:10.1001/jama.2013.219869 · Cited by 42 · see citing works
Trust assessment of security for e-health systems
Bahtıyar, Ş., & Çağlayan, M. U. (2013) · Electronic Commerce Research and Applications · doi:10.1016/j.elerap.2013.10.003 · Cited by 42 · see citing works
MIRASS: Medical Informatics Research Activity Support System Using Information Mashup Network
Kiah, M. L. M., Zaidan, B. B., Zaidan, A. A., Nabi, M. S., & Ibraheem, R. (2014) · Journal of Medical Systems · doi:10.1007/s10916-014-0037-x · Cited by 40 · see citing works
How Do Patients Respond to Violation of Their Information Privacy?
Kuo, K.-M., Ma, C.-C., & Alexander, J. W. (2014) · Health Information Management Journal · doi:10.1177/183335831404300204 · Cited by 39 · see citing works
Chen, C., Huang, P.-T., Deng, Y., Chen, H., & Wang, Y.-C. (2020) · Human-centric Computing and Information Sciences · doi:10.1186/s13673-020-00221-1 · Cited by 39 · see citing works
Health Privacy in the Electronic Age
Rothstein, M. A. (2007) · Journal of Legal Medicine · doi:10.1080/01947640701732148 · Cited by 38 · see citing works
Cognitive Informatics for Biomedicine
(2015) · Health informatics · doi:10.1007/978-3-319-17272-9 · Cited by 38 · see citing works
Dehling, T., & Sunyaev, A. (2014) · Electronic Markets · doi:10.1007/s12525-013-0150-6 · Cited by 35 · see citing works
Brumen, B., Heričko, M., Sevčnikar, A., Završnik, J., & Hölbl, M. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2471 · Cited by 31 · see citing works
Handbook of Research on Cloud Computing and Big Data Applications in IoT
Gupta, B. B. 1., & Agrawal, D. P. 1. (2018) · Advances in computer and electrical engineering book series · doi:10.4018/978-1-5225-8407-0 · Cited by 28 · see citing works
Ermakova, T., Fabian, B., & Zarnekow, R. (2013) · Americas Conference on Information Systems · Cited by 26 · see citing works
An Empirical Examination of the Importance of Defining the Phr for Research and for PracticePreprint
Angst, C. M., Agarwal, R., & Downing, J. M. (2006) · SSRN Electronic Journal · doi:10.2139/ssrn.904611 · Cited by 22 · see citing works
Electronic Health Record (EHR) and Cloud Security: The Current Issues
Achampong, E. K. (2014) · International Journal of Cloud Computing and Services Science (IJ-CLOSER) · doi:10.11591/closer.v2i6.5343 · Cited by 17 · see citing works
Electronic Health Records in an Occupational Health Setting— Part I. A Global Overview
Hunter, E. S. (2013) · Workplace Health & Safety · doi:10.1177/216507991306100202 · Cited by 16 · see citing works
Informatics: Ethical Use of Genomic Information and Electronic Medical Records
Amer, K. S. (2015) · OJIN The Online Journal of Issues in Nursing · doi:10.3912/ojin.vol20no02infocol01 · Cited by 12 · see citing works
In Focus: Safeguarding patient information in electronic health records
(2014) · AORN Journal · doi:10.1016/s0001-2092(14)00873-4 · Cited by 10 · see citing works
New tools to improve safety of electronic health records
Collier, R. (2014) · Canadian Medical Association Journal · doi:10.1503/cmaj.109-4715 · Cited by 9 · see citing works
Technology Risk Assessment In Healthcare Facilities
Cooper, T., & Fuchs, K. (2013) · Biomedical Instrumentation & Technology · doi:10.2345/0899-8205-47.3.202 · Cited by 9 · see citing works
Task Allocation and Re-allocation for Big Data Applications in Cloud Computing Environments
Tamilarasi, P., & Akila, D. (2020) · Lecture notes in networks and systems · doi:10.1007/978-981-15-3284-9_73 · Cited by 9 · see citing works
Secure Personal Data Servers: a Vision Paper
Allard, T., Anciaux, N., Bouganim, L., Guo, Y., Folgoc, L. L., Nguyen, B., Pucheral, P., Ray, I., Ray, I., & Yin, S. (2010) · Cited by 8 · see citing works
US health information breaches up 137%
Collier, R. (2014) · Canadian Medical Association Journal · doi:10.1503/cmaj.109-4731 · Cited by 7 · see citing works
Flagged first, then by citations
4 of the 62 references couldn’t be matched to a known paper.
Research works printed but not linked: 5
- Ancker J, Silver M, Miller M, Kaushal R. Consumer experience with and attitude toward health information technology: a nationwide survey. Am Medical Informatics Assoc 2012;1:152-6.
- Haque Rafita, Hasan Sarwar, Rayhan Kabir S, Rokeya Forhat, Muhammad Jafar Sadeq, Md Akhtaruzzaman, Nafisa Haque, Blockchain-Based Information Security of Electronic Medical Records (EMR) in a Healthcare Communication System, In: Intelligent Computing and Innovation on Data Science, Springer, Singapore, 2020, pp. 641-650.
- Ives TE. The New 'E-Clinician' guide to compliance. Audiol. Today. 2014;26 (1):52-3. [Google Scholar]
- Lemke J. Storage and security of personal health information. OOHNA J 2013;32(1):25-6.
- Ma Q, Schmidt MB, Pearson JM, Herberger GR. An integrated framework for information security management. Rev Bus 2009;30(1):58-69.
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Zaabar, B., Cheikhrouhou, O., Jamil, F., Ammi, M., & Abid, M. (2021) · Computer Networks · doi:10.1016/j.comnet.2021.108500 · Cited by 340 · see citing works
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Ramírez-Moreno, M. A., Keshtkar, S., Padilla-Reyes, D. A., Ramos, E., García-Martínez, M., Hernández-Luna, M. C., Mogro, A. E., Mahlknecht, J., Huertas, J. I., Peimbert-García, R. E., et al. (2021) · Applied Sciences · doi:10.3390/app11178198 · Cited by 156 · see citing works
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Mamun, A. A., Azam, S., & Gritti, C. (2022) · IEEE Access · doi:10.1109/access.2022.3141079 · Cited by 145 · see citing works
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Nduma, B. N., Ambe, S., Ekhator, C., & Fonkem, E. (2022) · Cureus · doi:10.7759/cureus.30168 · Cited by 131 · see citing works
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Ibrahim, A. M., Abdel‐Aziz, H. R., Mohamed, H. A. H., Zaghamir, D. E. F., Wahba, N. M. I., Hassan, G. A., Shaban, M., El-Nablaway, M., Aldughmi, O. N., & Aboelola, T. H. (2024) · BMC Nursing · doi:10.1186/s12912-024-02231-1 · Cited by 75 · see citing works
Moulaei, K., Akhlaghpour, S., & Fatehi, F. (2025) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2025.105872 · Cited by 71 · see citing works
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Poulain, R., Bin Tarek, M. F., & Beheshti, R. (2023) · 2023 ACM Conference on Fairness Accountability and Transparency · doi:10.1145/3593013.3594102 · Cited by 63 · see citing works
Ozcelik, M. M., Kök, İ., & Özdemi̇r, S. (2025) · Expert Systems · doi:10.1111/exsy.70010 · Cited by 61 · see citing works
Pavia, G., Branda, F., Ciccozzi, A., Romano, C., Locci, C., Azzena, I., Pascale, N., Marascio, N., Quirino, A., Matera, G., et al. (2024) · Vaccines · doi:10.3390/vaccines12080847 · Cited by 57 · see citing works
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Mishra, V., Gupta, K., Saxena, D., & Singh, A. K. (2024) · IEEE Transactions on Consumer Electronics · doi:10.1109/tce.2024.3373912 · Cited by 49 · see citing works
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Challenges and recommendations for high quality research using electronic health records
Honeyford, K., Expert, P., Mendelsohn, E., Post, B., Faisal, A. A., Glampson, B., Mayer, E. K., & Costelloe, C. (2022) · Frontiers in Digital Health · doi:10.3389/fdgth.2022.940330 · Cited by 45 · see citing works
Abutaleb, R. A., Alqahtany, S. S., & Syed, T. A. (2023) · Applied Sciences · doi:10.3390/app13021028 · Cited by 45 · see citing works
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Garcia, R. D., Ramachandran, G. S., Jurdak, R., & Ueyama, J. (2022) · IEEE Transactions on Network and Service Management · doi:10.1109/tnsm.2022.3225254 · Cited by 44 · see citing works
Al-Momani, A. M., & Ramayah, T. (2023) · International Journal of Business and Technology Management · doi:10.55057/ijbtm.2022.4.4.11 · Cited by 44 · see citing works
On-patient medical record and mRNA therapeutics using intradermal microneedles
Han, J., Kanelli, M., Liu, Y., Daristotle, J. L., Pardeshi, A., Forster, T. A., Karchin, A., Folk, B., Murmann, L., Tostanoski, L. H., et al. (2025) · Nature Materials · doi:10.1038/s41563-024-02115-4 · Cited by 44 · see citing works
Buragohain, D., Khichar, S., Deng, C., Meng, Y., & Chaudhary, S. (2025) · Scientific Reports · doi:10.1038/s41598-025-00916-4 · Cited by 44 · see citing works
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Catherine, A. T., Towfek, S. K., & Abdelhamid, A. A. (2023) · Mesopotamian Journal of Artificial Intelligence in Healthcare · doi:10.58496/mjaih/2023/014 · Cited by 42 · see citing works
Ali, G., & Mijwil, M. M. (2024) · Mesopotamian Journal of CyberSecurity · doi:10.58496/mjcs/2024/006 · Cited by 42 · see citing works
Semantha, F. H., Azam, S., Shanmugam, B., & Yeo, K. C. (2023) · Journal of Sensor and Actuator Networks · doi:10.3390/jsan12020036 · Cited by 41 · see citing works
Sarraf, B., & Ghasempour, A. (2025) · Frontiers in Public Health · doi:10.3389/fpubh.2025.1628831 · Cited by 40 · see citing works
A Conceptual Framework to Ensure Privacy in Patient Record Management System
Semantha, F. H., Azam, S., Shanmugam, B., Yeo, K. C., & Beeravolu, A. R. (2021) · IEEE Access · doi:10.1109/access.2021.3134873 · Cited by 40 · see citing works
Privacy preservation in blockchain-based healthcare data sharing: A systematic review
Li, K., Lohachab, A., Dumontier, M., & Urovi, V. (2025) · Peer-to-Peer Networking and Applications · doi:10.1007/s12083-025-02148-9 · Cited by 39 · see citing works
Nowrozy, R., Ahmed, K. E. U., Wang, H., & McIntosh, T. R. (2023) · Informatics · doi:10.3390/informatics10030060 · Cited by 38 · see citing works
Patil, R. (2023) · International Journal of Information Technology · doi:10.1007/s41870-023-01569-0 · Cited by 37 · see citing works
Applications and Challenges of Telemedicine: Privacy-Preservation as a Case Study
Ansarian, M., & Baharlouei, Z. (2023) · Archives of Iranian Medicine · doi:10.34172/aim.2023.96 · Cited by 37 · see citing works
Mallick, B., Parida, P., Nayak, C., Khalifa, T., Panda, M. K., Ali, N., Patil, G. U., & Prasad, B. (2025) · IEEE Access · doi:10.1109/access.2025.3558294 · Cited by 37 · see citing works
Leveraging big data and analytics for enhanced public health decision-making: A global review
Adenyi, A. O., Okolo, C. A., Olorunsogo, T. O., & Babawarun, O. (2024) · GSC Advanced Research and Reviews · doi:10.30574/gscarr.2024.18.2.0078 · Cited by 36 · see citing works
Samala, A. D., & Rawas, S. (2024) · International Journal of Online and Biomedical Engineering (iJOE) · doi:10.3991/ijoe.v20i02.45693 · Cited by 35 · see citing works
A method for generation of substitution box based on random selection
Artuğer, F., & Özkaynak, F. (2021) · Egyptian Informatics Journal · doi:10.1016/j.eij.2021.08.002 · Cited by 35 · see citing works
von Kalckreuth, N., & Feufel, M. A. (2023) · JMIR Human Factors · doi:10.2196/45503 · Cited by 33 · see citing works
Lee, C. H., Lim, K. H., & Eswaran, S. (2025) · Discover Public Health · doi:10.1186/s12982-025-00505-w · Cited by 33 · see citing works
Khan, A. (2024) · IIUM Law Journal · doi:10.31436/iiumlj.v32i1.912 · Cited by 32 · see citing works
Analyzing Health Data Breaches: A Visual Analytics Approach
Raghupathi, W., Raghupathi, V., & Saharia, A. N. (2023) · AppliedMath · doi:10.3390/appliedmath3010011 · Cited by 32 · see citing works
Ashrafi, D. M., & Easmin, R. (2022) · International Journal of Innovation and Technology Management · doi:10.1142/s0219877023500049 · Cited by 30 · see citing works
Vidhya, S., & Kalaivani, V. (2023) · Peer-to-Peer Networking and Applications · doi:10.1007/s12083-023-01449-1 · Cited by 30 · see citing works
Huda, M., Serour, R. O. H., Musolin, M. H., Azman, M., Yauri, A. M., Bakar, A., Zuhri, M. I., Mujahidin, & Hasanah, U. (2024) · Lecture notes in networks and systems · doi:10.1007/978-3-031-53549-9_32 · Cited by 29 · see citing works
Electronic Health Records at People’s Hands Across Europe: The InteropEHRate Protocols
Kiourtis, A., Mavrogiorgou, A., Mavrogiorgos, K., Kyriazis, D., Graziani, A., Symvoulidis, C., Bella, G., Bocca, S., & Torelli, F. (2022) · Studies in health technology and informatics · doi:10.3233/shti220973 · Cited by 29 · see citing works
Akbulut, S., Semantha, F. H., Azam, S., Pilares, I. C. A., Jonkman, M., Yeo, K. C., & Shanmugam, B. (2023) · Sensors · doi:10.3390/s23115174 · Cited by 29 · see citing works
Medical IoT Record Security and Blockchain: Systematic Review of Milieu, Milestones, and Momentum
Ajakwe, S. O., Igboanusi, I. S., Ihekoronye, V. U., Nwankwo, O. U., Dini, M. A., Izuazu, U. U., Kim, D., & Lee, J. (2024) · Big Data and Cognitive Computing · doi:10.3390/bdcc8090121 · Cited by 28 · see citing works
Kumar, R., Singh, A. K., Kassar, A. S. A., Humaida, M. I., Joshi, S., & Sharma, M. (2025) · Computer Modeling in Engineering & Sciences · doi:10.32604/cmes.2025.059152 · Cited by 27 · see citing works
Cybersecurity in Healthcare: New Threat to Patient Safety
Aldosari, B. (2025) · Cureus · doi:10.7759/cureus.83614 · Cited by 27 · see citing works
Ayena, J. C., Bouayed, A., Arous, M. B., Ouakrim, Y., Loulou, K., Ameyed, D., Savard, I., Kamel, L. E., & Mezghani, N. (2025) · Frontiers in Digital Health · doi:10.3389/fdgth.2025.1581285 · Cited by 27 · see citing works
Hussein, J. B., Workneh, T. S., Kassim, A., Mugodo, K., Melesse, S. F., & El‐Mesery, H. S. (2025) · Applied Food Research · doi:10.1016/j.afres.2025.101234 · Cited by 27 · see citing works
Otaybi, H. F. A., Al-Raddadi, R. M., & Bakhamees, F. H. (2022) · Cureus · doi:10.7759/cureus.21899 · Cited by 27 · see citing works
Information security and privacy in hospitals: a literature mapping and review of research gaps
Ahouanmenou, S., Looy, A. V., & Poels, G. (2022) · Informatics for Health and Social Care · doi:10.1080/17538157.2022.2049274 · Cited by 27 · see citing works
Patient Confidentiality of Electronic Health Records: A Recent Review of the Saudi Literature
Almaghrabi, N. S., & Bugis, B. A. (2022) · Dr Sulaiman Al Habib Medical Journal · doi:10.1007/s44229-022-00016-9 · Cited by 26 · see citing works
Makina, H., Letaïfa, A. B., & Rachedi, A. (2023) · Security and Privacy · doi:10.1002/spy2.346 · Cited by 26 · see citing works
The Integrated Electronic Health System in Iranian health centers: benefits and challenges
Kalkhajeh, S. G., Aghajari, A., Dindamal, B., Shahvali-Kuhshuri, Z., & Khiavi, F. F. (2023) · BMC Family Practice · doi:10.1186/s12875-023-02011-x · Cited by 25 · see citing works
A Comprehensive Survey of Cybersecurity Threats and Data Privacy Issues in Healthcare Systems
Qureshi, R., & Koo, I. (2026) · Applied Sciences · doi:10.3390/app16031511 · Cited by 24 · see citing works
Beckmann, M., Dittmer, K., Jaschke, J., Karbach, U., Köberlein–Neu, J., Nocon, M., Rusniok, C., Wurster, F., & Pfaff, H. (2021) · BMC Health Services Research · doi:10.1186/s12913-021-06377-5 · Cited by 24 · see citing works
Alhasan, T. K. (2025) · Journal of Healthcare Risk Management · doi:10.1002/jhrm.70002 · Cited by 23 · see citing works
Toward an Integrated Intelligent Framework for Crowd Control and Management (IICCM)
Alafif, T., Jassas, M. S., Abdel-Hakim, A. E., Alfattni, G., Althobaiti, H., Ikram, M. A., Alharbi, A., Alsharif, H., Alshamrani, M. I., Alharbi, E., et al. (2025) · IEEE Access · doi:10.1109/access.2025.3555154 · Cited by 23 · see citing works
Kumari, R., & Chander, S. (2024) · The Egyptian Heart Journal · doi:10.1186/s43044-024-00463-9 · Cited by 23 · see citing works
A Novel Homomorphic Approach for Preserving Privacy of Patient Data in Telemedicine
Iqbal, Y. W., Tahir, S., Tahir, H., Khan, F. A., Saeed, S., Almuhaideb, A. M., & Syed, A. M. (2022) · Sensors · doi:10.3390/s22124432 · Cited by 22 · see citing works
Double Medical Image Cryptosystem Based on Quantum Walk
Abd-El-Atty, B., ELAffendi, M. A., Chelloug, S. A., & El‐Latif, A. A. A. (2023) · IEEE Access · doi:10.1109/access.2023.3289932 · Cited by 22 · see citing works
Al-Fayoumi, M. A., Odeh, A., Keshta, I. M., Aboshgifa, A., Alhajahjeh, T., & Abdulraheem, R. (2022) · IEEE Annual Computing and Communication Workshop and Conference (CCWC) · doi:10.1109/ccwc54503.2022.9720757 · Cited by 21 · see citing works
Self-citationPuneeth, R. P., & Parthasarathy, G. (2024) · Acta Informatica Pragensia · doi:10.18267/j.aip.225 · Cited by 20 · see citing works
Big data security and privacy in healthcare: A systematic review and future research directions
Zaabi, M. A., & Alhashmi, S. M. (2024) · Information Development · doi:10.1177/02666669241247781 · Cited by 20 · see citing works
The impact of electronic medical records on clinical documentation: A case study
Torab-Miandoab, A., Samad‐Soltani, T., Jodati, A., Akbarzadeh, F., & Rezaei‐Hachesu, P. (2025) · Journal of Education and Health Promotion · doi:10.4103/jehp.jehp_320_24 · Cited by 19 · see citing works
Alotaibi, J. S. B., Tolma, E. L., Alali, W. Q., Alhuwail, D., & Aljunid, S. M. (2022) · JMIR Medical Informatics · doi:10.2196/36313 · Cited by 19 · see citing works
Ayamolowo, L. B., Irinoye, O. O., & Olaniyan, A. S. (2023) · JAMIA Open · doi:10.1093/jamiaopen/ooad059 · Cited by 19 · see citing works
Medical image encryption techniques: a technical survey and potential challenges
Odeh, A., & Al-Haija, Q. S. A. (2023) · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · doi:10.11591/ijece.v13i3.pp3170-3177 · Cited by 19 · see citing works
Self-citationAssessing the impact of health information exchange on hospital data breach risk
Choi, S. J., Chen, M. M., & Tan, X. W. (2023) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2023.105149 · Cited by 18 · see citing works
Multi-biometric fusion for enhanced human authentication in information security
Vekariya, V., Joshi, M., Dikshit, S., & Bargavi, S. K. M. (2023) · Measurement Sensors · doi:10.1016/j.measen.2023.100973 · Cited by 18 · see citing works
Towards a smart hospital: Smart infrastructure integration
Levina, A., Ильин, И. В., Gugutishvili, D. M., Kochetkova, K., & Tick, A. (2024) · Journal of Open Innovation Technology Market and Complexity · doi:10.1016/j.joitmc.2024.100339 · Cited by 18 · see citing works
Utilizing blockchain technology for IoT-based healthcare systems
Mohammed, R. S., Alubady, R., & Al-Sherbaz, A. (2021) · Journal of Physics Conference Series · doi:10.1088/1742-6596/1818/1/012111 · Cited by 18 · see citing works
Efficient Email phishing detection using Machine learning
Abdulraheem, R., Odeh, A., Al-Fayoumi, M. A., & Keshta, I. M. (2022) · IEEE Annual Computing and Communication Workshop and Conference (CCWC) · doi:10.1109/ccwc54503.2022.9720818 · Cited by 18 · see citing works
Self-citationA comprehensive review of current trends, challenges, and opportunities in text data privacy
Shahriar, S., Dara, R. A., & Akalu, R. (2025) · Computers & Security · doi:10.1016/j.cose.2025.104358 · Cited by 17 · see citing works
Developing the Digital Health Communication Maturity Model: Systematic Review
Kim, G. J., & Namkoong, K. (2025) · Journal of Medical Internet Research · doi:10.2196/68344 · Cited by 17 · see citing works
A survey of privacy-preserving federated learning for intrusion detection systems
Bunko, T., Johnstone, M. N., Yang, W., & Scott, B. A. (2026) · Artificial Intelligence Review · doi:10.1007/s10462-026-11519-4 · Cited by 17 · see citing works
- Authors
- Keshta, I., & Odeh, A.
- Affiliations
- Almaarefa University (SA)
- Princess Sumaya University for Technology (JO)
- Corresponding author
- Keshta, Ismail
- Venue
- Egyptian Informatics Journal
- Publisher
- Elsevier BV
- Published
- 2021-07
- Volume
- 22
- Issue
- 2
- Pages
- 177-183
- ISSN
- 1110-8665 (ISSN-L)
- OpenAlex
- W3047027698
- Cited by
- 498
- References
- 62
- Citations by year
- 2026: 49 · 2025: 118 · 2024: 149 · 2023: 107 · 2022: 55 · 2021: 19 · 2020: 1
- FWCI
- 39.96
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Egyptian Informatics Journal (publishedVersion, cc-by-nc-nd)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- AlMaarefa University
- Topics
- Health Sciences › Health Professions › Health Information Management › Electronic Health Records Systems
- Physical Sciences › Computer Science › Information Systems › Thoreau and American Literature
- Physical Sciences › Computer Science › Information Systems › Information and Cyber Security
- Keywords
- electronic health records, privacy, information security, patient data protection, EMR adoption, security solutions
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