Medical Data Privacy Handbook by Aris Gkoulalas-DivanisMedical Data Privacy Handbook by Aris Gkoulalas-Divanis

Medical Data Privacy Handbook

byAris Gkoulalas-DivanisEditorGrigorios Loukides

Hardcover | December 4, 2015

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This handbook covers Electronic Medical Record (EMR) systems, which enable the storage, management, and sharing of massive amounts of demographic, diagnosis, medication, and genomic information. It presents privacy-preserving methods for medical data, ranging from laboratory test results to doctors' comments. The reuse of EMR data can greatly benefit medical science and practice, but must be performed in a privacy-preserving way according to data sharing policies and regulations. Written by world-renowned leaders in this field, each chapter offers a survey of a research direction or a solution to problems in established and emerging research areas. The authors explore scenarios and techniques for facilitating the anonymization of different types of medical data, as well as various data mining tasks. Other chapters present methods for emerging data privacy applications and medical text de-identification, including detailed surveys of deployed systems. A part of the book is devoted to legislative and policy issues, reporting on the US and EU privacy legislation and the cost of privacy breaches in the healthcare domain. This reference is intended for professionals, researchers and advanced-level students interested in safeguarding medical data.
Aris Gkoulalas-Divanis received the BS from the University of Ioannina (2003), the MS from the University of Minnesota (2005) and the PhD from the University of Thessaly (2009), all in Computer Science. His PhD dissertation was awarded the Certificate of Recognition and Honorable Mention in the 2009 ACM SIGKDD Dissertation Award. From ...
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Title:Medical Data Privacy HandbookFormat:HardcoverDimensions:832 pagesPublished:December 4, 2015Publisher:Springer-Verlag/Sci-Tech/TradeLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3319236326

ISBN - 13:9783319236322

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Table of Contents

Introduction to Medical Privacy.- A survey of anonymization algorithms for electronic health records.- Differentially Private Histogram and Synthetic Data Publication.- Evaluating the Utility of Differential Privacy.- SECRETA.- Putting Statistical Disclosure Control into Practice.- Utility-constrained Electronic Health Record Data Publishing Through Generalization and Disassociation.- Methods to Mitigate Risk of Composition Attack in Independent Data Publications.- Statistical Disclosure Limitation for Health Data.- A Review of Privacy Preserving Mechanisms for Record Linkage.- Application of Privacy Preserving Techniques in Operational Record Linkage Centres.- Privacy Considerations for Health Information Exchanges.- Managing Access Control in Collaborative Processes for Healthcare Applications.- Automating Consent Management Lifecycle for Electronic Healthcare Systems.- e-Health Cloud.- Preserving Genome Privacy in Research Studies.- Private Genome Data Dissemination.- Threats and Solutions for Genomic Data Privacy.- Medical Image Security.- Privacy Considerations and Techniques for Neuroimages.- Data Privacy Issues with RFID in Healthcare.- Privacy Preserving Classification of ECG Signals in Mobile e-Health Applications.- Strengthening Privacy in Healthcare Social Networks.- Privacy Law, Data Sharing Policies, and Medical Data.- HIPAA and Human Error.- De-identification of Unstructured Clinical Data for Patient Privacy Protection.- Challenges in Synthesizing Surrogate PHI in Narrative EMRs.- Building on Principles.- Epilogue.

Editorial Reviews

"It provides one of the most comprehensive treatments of medical data privacy among books on the market today. . As a snapshot reflecting some of the most interesting and promising research that is currently going on in the field of medical data privacy, the book by Gkoulalas-Divanis and Loukides is a must-read. It also gives the reader a strong sense of the research directions that are being pursued and that are expected to bear fruit in the next few years." (Khaled El Emam, Journal of Biomedical Informatics, June, 2016)"This collection of chapters by 63 researchers has a primary focus on security and privacy issues within electronic medical records (EMR) database systems. . Researchers and advanced students will find this handbook useful. . this is a reference for anyone concerned with medical data privacy and should be on your bookshelf." (Brad Reid, Computing Reviews, computingreviews.com, May, 2016)