Download e-book for kindle: Medical Data Privacy Handbook by Aris Gkoulalas-Divanis, Grigorios Loukides

By Aris Gkoulalas-Divanis, Grigorios Loukides

This instruction manual covers digital clinical checklist (EMR) structures, which allow the garage, administration, and sharing of big quantities of demographic, analysis, medicine, and genomic info. It offers privacy-preserving equipment for clinical info, starting from laboratory try effects to medical professionals’ reviews. The reuse of EMR facts can vastly profit scientific technology and perform, yet needs to be played in a privacy-preserving manner in keeping with facts sharing guidelines and rules. Written by way of world-renowned leaders during this box, every one bankruptcy bargains a survey of a learn path or an answer to difficulties in demonstrated and rising learn components. The authors discover situations and methods for facilitating the anonymization of alternative varieties of scientific info, in addition to a number of information mining initiatives. different chapters current equipment for rising facts privateness functions and clinical textual content de-identification, together with specified surveys of deployed platforms. part of the ebook is dedicated to legislative and coverage concerns, reporting at the US and european privateness laws and the price of privateness breaches within the healthcare area. This reference is meant for pros, researchers and advanced-level scholars drawn to safeguarding scientific data.

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Example text

System architecture (reprinted from [49]).. . .. . . . . . . . . . Three-level access control policy encoding in Protégé (reprinted from [49]) . . . . . . . . . . . . . . . . . . . . . . . . An example of access policy for CEI (reprinted from [49]); (a) Access policy in first-order predicate logic, (b) Access policy in Protege SWRL . . . . . .. . . . . . . . . . A screenshot of the demo tool showing CEI access management (reprinted from [49]) .

A TR policy for managing authorisation policy for providing consent to a GP. . . . . . . . . . . .. . . . . . . . . . A policy template for generating an authorisation policy for providing consent to a GP . . . . . .. . . . . . . . . . An authorisation policy for providing consent to a GP . . . . . . A TR policy for providing consent to a specialist . . . . . . . . . A policy template for generating an authorisation policy for providing consent to a cardiologist...

Embedding example for the names SMITH and SMYT with an embedding base formed by the sets S1 ; S2 ; S3 ; S4 of randomly generated strings . . . . . . . . . . . . Example of bitwise encryption by Kuzu et al. [33] .. . . . . . . . Performing blocking on datasets: (a) Original datasets T and V; (b) Block decomposition using hyper-rectangles for T; (c) Block perturbation for T; (d) Block perturbation for V. T5 ; V5 / (example from Inan et al. [24]) . . . . .

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