The Resource Anonymization of Electronic Medical Records to Support Clinical Analysis, by Aris Gkoulalas-Divanis, Grigorios Loukides, (electronic resource)

Anonymization of Electronic Medical Records to Support Clinical Analysis, by Aris Gkoulalas-Divanis, Grigorios Loukides, (electronic resource)

Label
Anonymization of Electronic Medical Records to Support Clinical Analysis
Title
Anonymization of Electronic Medical Records to Support Clinical Analysis
Statement of responsibility
by Aris Gkoulalas-Divanis, Grigorios Loukides
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
Summary
Anonymization of Electronic Medical Records to Support Clinical Analysis closely examines the privacy threats that may arise from medical data sharing, and surveys the state-of-the-art methods developed to safeguard data against these threats. To motivate the need for computational methods, the book first explores the main challenges facing the privacy-protection of medical data using the existing policies, practices and regulations. Then, it takes an in-depth look at the popular computational privacy-preserving methods that have been developed for demographic, clinical and genomic data sharing, and closely analyzes the privacy principles behind these methods, as well as the optimization and algorithmic strategies that they employ. Finally, through a series of in-depth case studies that highlight data from the US Census as well as the Vanderbilt University Medical Center, the book outlines a new, innovative class of privacy-preserving methods designed to ensure the integrity of transferred medical data for subsequent analysis, such as discovering or validating associations between clinical and genomic information. Anonymization of Electronic Medical Records to Support Clinical Analysis is intended for professionals as a reference guide for safeguarding the privacy and data integrity of sensitive medical records. Academics and other research scientists will also find the book invaluable
Member of
Is Subseries of
http://library.link/vocab/creatorName
Gkoulalas-Divanis, Aris
Dewey number
651.5042610285
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • Qq7Zy0lmNhM
  • OKpHkAJMVTM
Language note
English
LC call number
R858-R859.7
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Loukides, Grigorios.
Series statement
  • SpringerBriefs in electrical and computer engineering,
  • SpringerBriefs in Electrical and Computer Engineering,
http://library.link/vocab/subjectName
  • Medical records
  • Data mining
  • Information storage and retrieval systems
  • Health Informatics
  • Data Mining and Knowledge Discovery
  • Information Storage and Retrieval
Label
Anonymization of Electronic Medical Records to Support Clinical Analysis, by Aris Gkoulalas-Divanis, Grigorios Loukides, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Introduction -- Overview of patient data anonymization -- Re-identification of clinical data through diagnosis information -- Preventing re-identification while supporting GWAS -- Case study on electronic medical records data -- Conclusions and open research challenges -- Index
Dimensions
unknown
Edition
1st ed. 2013.
Extent
1 online resource (86 p.)
Form of item
online
Isbn
9781461456681
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4614-5668-1
Specific material designation
remote
System control number
  • (CKB)2670000000277830
  • (EBL)1081973
  • (OCoLC)820329418
  • (SSID)ssj0000799364
  • (PQKBManifestationID)11462989
  • (PQKBTitleCode)TC0000799364
  • (PQKBWorkID)10755218
  • (PQKB)11083288
  • (DE-He213)978-1-4614-5668-1
  • (MiAaPQ)EBC1081973
  • (EXLCZ)992670000000277830
Label
Anonymization of Electronic Medical Records to Support Clinical Analysis, by Aris Gkoulalas-Divanis, Grigorios Loukides, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Introduction -- Overview of patient data anonymization -- Re-identification of clinical data through diagnosis information -- Preventing re-identification while supporting GWAS -- Case study on electronic medical records data -- Conclusions and open research challenges -- Index
Dimensions
unknown
Edition
1st ed. 2013.
Extent
1 online resource (86 p.)
Form of item
online
Isbn
9781461456681
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4614-5668-1
Specific material designation
remote
System control number
  • (CKB)2670000000277830
  • (EBL)1081973
  • (OCoLC)820329418
  • (SSID)ssj0000799364
  • (PQKBManifestationID)11462989
  • (PQKBTitleCode)TC0000799364
  • (PQKBWorkID)10755218
  • (PQKB)11083288
  • (DE-He213)978-1-4614-5668-1
  • (MiAaPQ)EBC1081973
  • (EXLCZ)992670000000277830

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