Results 1 to 10 of about 4,151,027 (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 M. Randall, H. Wichmann, Adrian P. Brown, J. Boyd, T. Eitelhuber, Alexandra Merchant, Anna M. Ferrante   +6 more
semanticscholar   +2 more sources

Generalized Bayesian Record Linkage and Regression with Exact Error Propagation [PDF]

Privacy in Statistical Databases, 2018
Record linkage (de-duplication or entity resolution) is the process of merging noisy databases to remove duplicate entities. While record linkage removes duplicate entities from such databases, the downstream task is any inferential, predictive, or post ...
Rebecca C. Steorts, Andrea Tancredi, Brunero Liseo   +2 more
openalex   +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

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

An Introduction to Probabilistic Record Linkage with a Focus on Linkage Processing for WTC Registries

International Journal of Environmental Research and Public Health, 2020
Since its post-World War II inception, the science of record linkage has grown exponentially and is used across industrial, governmental, and academic agencies.
J. Asher, Dean M. Resnick, J. Brite, R. Brackbill, J. Cone   +4 more
semanticscholar   +1 more source

Mainzelliste SecureEpiLinker (MainSEL): privacy-preserving record linkage using secure multi-party computation

Bioinform., 2020
Motivation Record Linkage has versatile applications in real-world data analysis contexts, where several datasets need to be linked on the record level in the absence of any exact identifier connecting related records. An example are medical databases of
S. Stammler, Tobias Kussel, Phillipp Schoppmann, Florian Stampe, G. Tremper, S. Katzenbeisser, K. Hamacher, M. Lablans   +7 more
semanticscholar   +1 more source

Undiagnosed dementia in primary care: a record linkage study

, 2020
Background The number of people living with dementia is greater than the number with a diagnosis of dementia recorded in primary care. This suggests that a significant number are living with dementia that is undiagnosed.
C. Aldus, A. Arthur, Abi Dennington-Price, P. Millac, P. Richmond, T. Dening, C. Fox, F. Matthews, L. Robinson, B. Stephan, C. Brayne, G. Savva   +11 more
semanticscholar   +1 more source

A hybrid approach to record linkage using a combination of deterministic and probabilistic methodology

J. Am. Medical Informatics Assoc., 2020
OBJECTIVE The disjointed healthcare system and the nonexistence of a universal patient identifier across systems necessitates accurate record linkage (RL).
Toan C Ong, L. Duca, M. Kahn, T. Crume
semanticscholar   +1 more source