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Medical data privacy handbook /

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&...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Gkoulalas-Divanis, Aris (Editor ), Loukides, Grigorios (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer, [2015]
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.