Tokenization of electronic health records and healthcare data: Enhancing security and privacy while enabling usability

dc.contributor.authorFerreira, J. C.
dc.contributor.authorElvas, L. B.
dc.contributor.authorCorreia, R.
dc.contributor.authorMascarenhas, M.
dc.date.accessioned2026-10-14T14:37:31Z
dc.date.issued2025
dc.date.updated2026-10-14T15:37:12Z
dc.description.abstractPurpose: The purpose of this paper is to examine the role of tokenization in protecting Electronic Health Records (EHRs) and healthcare data, with a focus on ensuring data security and privacy compliance. Tokenization, which replaces sensitive patient data with unique identifiers (tokens), is explored as a means to prevent unauthorized access while maintaining data utility for healthcare operations, research, and analytics. Additionally, the paper aims to assess how tokenization helps healthcare organizations comply with regulations like HIPAA, and how it facilitates secure data sharing and analytics. Methods: This state-of-the-art review analyzes the latest advancements in tokenization techniques, particularly their applications in safeguarding patient data during storage, transmission, and analysis. The review includes an exploration of tokenization’s role in secure data exchange, system interoperability, and the integration of natural language processing (NLP) for analyzing de-identified healthcare data. Various methodologies and real-world implementations of tokenization in healthcare are comprehensively assessed. Results: The analysis reveals that tokenization effectively enhances data security and privacy, supporting compliance with stringent regulatory frameworks like HIPAA. Furthermore, tokenization enables the secure exchange of healthcare data across systems while maintaining interoperability. The integration of NLP for de-identified data analysis further expands its application in research and analytics without compromising patient confidentiality. Conclusions: The review highlights the potential of tokenization to balance data security and usability within healthcare systems. It improves patient care by facilitating secure data sharing and supporting advanced analytics, while simultaneously ensuring operational efficiency and regulatory compliance. Tokenization emerges as a crucial tool in enhancing the protection and utility of healthcare data.eng
dc.identifier.citationFerreira, J. C., Elvas, L. B., Correia, R., & Mascarenhas, M. (2025). Tokenization of electronic health records and healthcare data: Enhancing security and privacy while enabling usability. Health and Technology, 15(6), 1011-1020. https://doi.org/10.1007/s12553-025-01012-3
dc.identifier.doi10.1007/s12553-025-01012-3
dc.identifier.issn2190-7188
dc.identifier.urihttps://hdl.handle.net/10071/38733
dc.language.isoeng
dc.number6
dc.pagination1011 - 1020
dc.peerreviewedyes
dc.publisherSpringer
dc.relationPRR–RE-C05-i01.02
dc.rightsopenAccess
dc.subjectTokenizationeng
dc.subjectElectronic health records (EHRs)eng
dc.subjectHealthcare data securityeng
dc.subjectData privacyeng
dc.subjectHIPAA complianceeng
dc.subjectData sharingeng
dc.subjectInteroperabilityeng
dc.subjectNatural language processing (NLP)eng
dc.subjectHealthcare analyticseng
dc.subjectPatient data protectioneng
dc.subjectHealth information securityeng
dc.subject.fosDomínio/Área Científica::Ciências Naturais::Ciências Biológicaspor
dc.subject.fosDomínio/Área Científica::Engenharia e Tecnologia::Engenharia Civilpor
dc.subject.fosDomínio/Área Científica::Engenharia e Tecnologia::Engenharia Médicapor
dc.subject.fosDomínio/Área Científica::Ciências Médicas::Medicina Básicapor
dc.subject.fosDomínio/Área Científica::Ciências Médicas::Ciências da Saúdepor
dc.subject.fosDomínio/Área Científica::Ciências Médicas::Biotecnologia Médicapor
dc.titleTokenization of electronic health records and healthcare data: Enhancing security and privacy while enabling usabilityeng
dc.typereview
dc.volume15
iscte.alternateIdentifiers.scopus2-s2.0-105016552199
iscte.alternateIdentifiers.wosWOS:WOS:001572744300001
iscte.identifier.cienciahttps://ciencia.iscte-iul.pt/id/ci-pub-115102
iscte.journalHealth and Technology

Ficheiros

Pacote original

A mostrar 1 - 1 de 1
A carregar...
Nome:
article_115102.pdf
Tamanho:
1.08 MB
Formato:
Adobe Portable Document Format
Descrição:
Versão Editora