Results 1 to 10 of about 4,160,779 (313)

A blinded evaluation of privacy preserving record linkage with Bloom filters

BMC Medical Research Methodology, 2022
Background Privacy preserving record linkage (PPRL) methods using Bloom filters have shown promise for use in operational linkage settings. However real-world evaluations are required to confirm their suitability in practice.
Sean Randall, Helen Wichmann, Adrian Brown, James Boyd, Tom Eitelhuber, Alexandra Merchant, Anna Ferrante   +6 more
doaj   +2 more sources

Interactive Record Linkage [PDF]

Demographic Research, 2000
In order to carry out demographic analyses at individual and group levels, a manual method of linking individual event records from parish registers was developed in the late 1950s. In order to save time and to work with larger areas than small parishes,
Eli Fure
doaj   +2 more sources

Centre for Health Record Linkage

International Journal of Population Data Science, 2019
The Centre for Health Record Linkage (CHeReL) was established in 2006 as a dedicated health and human services data linkage facility for two Australian jurisdictions, New South Wales and the Australian Capital Territory, with the primary purpose of ...
Katie Irvine, Rick Hall, Lee Taylor
doaj   +2 more sources

Comparing record linkage software programs and algorithms using real-world data.

PLoS ONE, 2019
Linkage of medical databases, including insurer claims and electronic health records (EHRs), is increasingly common. However, few studies have investigated the behavior and output of linkage software.
Alan F Karr, Matthew T Taylor, Suzanne L West, Soko Setoguchi, Tzuyung D Kou, Tobias Gerhard, Daniel B Horton   +6 more
doaj   +2 more sources

Privacy-Preserving Deep Learning Based Record Linkage [PDF]

IEEE Transactions on Knowledge and Data Engineering, 2022
Deep learning-based linkage of records across different databases is becoming increasingly useful in data integration and mining applications to discover new insights from multiple data sources.
Thilina Ranbaduge, Dinusha Vatsalan, Ming Ding   +2 more
semanticscholar   +1 more source

Taxonomy of Attacks on Privacy-Preserving Record Linkage

Journal of Privacy and Confidentiality, 2022
Record linkage is the process of identifying records that corresponds to the same real-world entities across different databases. Due to the absence of unique entity identifiers, record linkage is often based on quasi-identifying values of entities ...
Anushka Vidanage, Thilina Ranbaduge, P. Christen, R. Schnell   +3 more
semanticscholar   +1 more source

Assessing the impact of privacy-preserving record linkage on record overlap and patient demographic and clinical characteristics in PCORnet®, the National Patient-Centered Clinical Research Network

J. Am. Medical Informatics Assoc., 2022
Objective This article describes the implementation of a privacy-preserving record linkage (PPRL) solution across PCORnet®, the National Patient-Centered Clinical Research Network.
Keith A. Marsolo, Daniel Kiernan, S. Toh, Jasmin Phua, Darcy Louzao, K. Haynes, Mark G. Weiner, F. Angulo, Charles Bailey, J. Bian, D. Fort, S. Grannis, A. Krishnamurthy, V. Nair, Pedro Rivera, Jonathan C Silverstein, M. Zirkle, Thomas Carton   +17 more
semanticscholar   +1 more source

Record Linkage Study

Definitions, 2020
A study in which data from different sources are "linked". Usually used to compile epidemiological data. The logic of record linkage is that two or more items of information about a person recorded at different times, and perhaps in different places, may

semanticscholar   +1 more source

CIDACS-RL: a novel indexing search and scoring-based record linkage system for huge datasets with high accuracy and scalability

BMC Medical Informatics and Decision Making, 2020
Background Record linkage is the process of identifying and combining records about the same individual from two or more different datasets. While there are many open source and commercial data linkage tools, the volume and complexity of currently ...
George Caique Gouveia Barbosa, M. S. Ali, B. Araújo, Sandra Reis, Samila Sena, M. Ichihara, J. Pescarini, R. Fiaccone, L. Amorim, Robespierre Pita, M. Barreto, L. Smeeth, M. Barreto   +12 more
semanticscholar   +1 more source

Real world performance of privacy preserving record linkage

International Journal of Population Data Science, 2018
Introduction Privacy preserving record linkage (PPRL) using encoded or hashed data has potential to enable large-scale record linkage of previously inaccessible data.
Katie Irvine, Michael Smith, Reinier de Vos, Adrian Brown, Anna Ferrante, James Boyd, Sarah Thackway   +6 more
doaj   +1 more source