منابع مشابه
Privacy-preserving heterogeneous health data sharing
OBJECTIVE Privacy-preserving data publishing addresses the problem of disclosing sensitive data when mining for useful information. Among existing privacy models, ε-differential privacy provides one of the strongest privacy guarantees and makes no assumptions about an adversary's background knowledge. All existing solutions that ensure ε-differential privacy handle the problem of disclosing rel...
متن کاملPrivacy-preserving Data Mining, Sharing and Publishing
In the constantly developing world, e-health systems hold great promise for improving global access to healthcare services. Current significant technological visions of innovation in healthcare systems identify an approach to join different technological sectors and the need for technological platforms as well. These are: standardized electronic health records (eHR), aggregated public health da...
متن کاملProtecting Patient Privacy when Sharing Medical Data
This paper describes a national eHealth platform concept with a multi-level privacy protection in order to improve the security and privacy of medical information on their storage locations as well as during the exchanging/sharing processes. The key idea is to classify and split-up data into different servers. A Trusted Third Party server manages personal identifying data together with the rela...
متن کاملDefining and Enforcing Privacy in Data Sharing
Recent advances in processing and storing information has led to an explosion of data collec-tion. Many organizations like the Census, hospitals and even search engine companies collect, analyze anddistribute personal information in return for useful services. However, the collected data track entire pub-lic and private lives of individuals, thus resulting in an immense privacy risk...
متن کاملSharing Data under Genetic Privacy Laws
Clinical medical practice and biomedical research utilize genetic information for specific purposes. Irrespective of the purpose of obtaining genetic material, methodologies for protecting the privacy of patients/donors in both clinical and research settings have not kept pace with rapid genetic advances. When the usage of genetic information is not predicated on the latest laws and policies, t...
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ژورنال
عنوان ژورنال: Nature
سال: 2007
ISSN: 0028-0836,1476-4687
DOI: 10.1038/449644a