Access and Privacy Control for Healthcare Decision Support System: A Smart Medical Data Exchange Engine (SMDEE)
Khan I. Rashid J. Ghani A. Saleem M.S. Faheem M. Khan H.
December 2025John Wiley and Sons Inc
CAAI Transactions on Intelligence Technology
2025#10Issue 61616 - 1632 pp.
Secure and automated sharing of medical information among different medical entities/stakeholders like patients, hospitals, doctors, law enforcement agencies, health insurance companies etc., in a standard format has always been a challenging problem. Current methods for ensuring compliance with medical privacy laws require specialists who are deeply familiar with these laws complex requirements to verify the lawful exchange of medical information. This article introduces a Smart Medical Data Exchange Engine (SDEE) designed to automate the extracting of logical rules from medical privacy legislation using advanced techniques. These rules facilitate the secure extraction of information, safeguarding patient privacy and confidentiality. In addition, SMDEE can generate standardised clinical documents according to Health Level 7 (HL7) standards and also standardise the nomenclature of requested medical data, enabling accurate decision-making when accessing patient data. All access requests to patient information are processed through SMDEE to ensure authorised access. The proposed systems efficacy is evaluated using the Health Insurance Portability and Accountability Act (HIPAA), a fundamental privacy law in the United States. However, SMDEEs flexibility allows its application worldwide, accommodating various medical privacy laws. Beyond facilitating global information exchange, SMDEE aims to enhance international patients timely and appropriate treatment.
data protection , decision making , information retrieval , intelligent information processing , medical applications , privacy issues , security , security of data
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Department of Computer Science, International Islamic University, Islamabad, Pakistan
Department of Computing, Khanpur Institute of Technology, Khanpur, Pakistan
Department of IT Services, University of Okara, Punjab, Okara, Pakistan
MLC Lab, Punjab, Okara, Pakistan
Department of Computer Science, School of Engineering and Digital Sciences, Nazarbayev University, Astana, Kazakhstan
Department of Mathematics, University of Okara, Punjab, Okara, Pakistan
Center for Theoretical Physics, Khazar University, Baku, Azerbaijan
VTT Technical Research Centre of Finland, Espoo, Finland
School of Technology and Innovations, University of Vaasa, Vaasa, Finland
Department of Information Systems, Faculty of Computing and Information Technology, Northern Border University, Rafha, Saudi Arabia
Department of Computer Science
Department of Computing
Department of IT Services
MLC Lab
Department of Computer Science
Department of Mathematics
Center for Theoretical Physics
VTT Technical Research Centre of Finland
School of Technology and Innovations
Department of Information Systems
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