Evidence map›Paper›PMID 29867290›Full record

ArticleIEEE internet computing

Perfectly Secure and Efficient Two-Party Electronic-Health-Record Linkage.

Feng Chen, Xiaoqian Jiang, Shuang Wang, Lisa M Schilling, Daniella Meeker, Toan Ong, Michael E Matheny, Jason N Doctor, Lucila Ohno-Machado, Jaideep Vaidya

Abstract read
In one paragraph

Article in IEEE internet computing. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review of Clinical Research Informatics.Yearbook of medical informatics · 2020
    Review
  7. Enabling Privacy Preserving Record Linkage Systems Using Asymmetric Key Cryptography.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2019
    Article
  8. Article
  9. Developing High Performance Secure Multi-Party Computation Protocols in Healthcare: A Case Study of Patient Risk Stratification.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Feng ChenHealth System Department of Biomedical Informatics, UC San Diego, La Jolla, CA, 92093.
Xiaoqian JiangHealth System Department of Biomedical Informatics, UC San Diego, La Jolla, CA, 92093.
Shuang WangHealth System Department of Biomedical Informatics, UC San Diego, La Jolla, CA, 92093.
Lisa M SchillingDepartment of Medicine, University of Colorado, Anschutz Medical Campus, CO, 80045.
Daniella MeekerKeck School of Medicine, University of Southern California, Los Angeles, CA 90089.
Toan OngDepartment of Medicine, University of Colorado, Anschutz Medical Campus, CO, 80045.
Michael E MathenyGeriatric Research Education and Clinical Care Service, Tennessee Valley Healthcare System VA, Nashville, TN 37212.
Jason N DoctorSchaeffer Center for Health Policy & Economics, University of Southern California, Los Angeles, CA 90033.
Lucila Ohno-MachadoHealth System Department of Biomedical Informatics, UC San Diego, La Jolla, CA, 92093.
Jaideep VaidyaManagement Science & Information Systems Department, Rutgers University, Newark, NJ 07102.

Funding

iDASH: Integrating Data for Analysis, Anonymization, and SharingU54HL108460 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI OHNO-MACHADO, LUCILA · 2010 to 2015
$19.1M
Decentralized differentially-private methods for dynamic data release and analysisR01GM118609 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI JIANG, XIAOQIAN, OHNO-MACHADO, LUCILA · 2017 to 2020
$2.3M
Privacy-preserving methods and tools for handling missing data in distributed health data networksR01GM124111 · NIGMS · UNIVERSITY OF PENNSYLVANIA · PI LONG, QI · 2017 to 2020
$2.3M
Encryption methods and software for privacy-preserving analysis of biomedical dataU01EB023685 · NIBIB · TRUSTEES OF INDIANA UNIVERSITY · PI TANG, HAIXU, WANG, XIAOFENG · 2016 to 2018
$1.4M
iCONCUR: informed CONsent for Clinical data and biosample Use for ResearchR01HG008802 · NHGRI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI JIANG, XIAOQIAN, KIM, HYEON-EUI · 2015 to 2017
$1.3M
Secure and PrivAte Collaborative EnvironmentS (SPACES) for biomedical analyticsR01GM118574 · NIGMS · RUTGERS THE STATE UNIV OF NJ NEWARK · PI VAIDYA, JAIDEEP · 2017 to 2019
$1.1M
SHARE: Statistical Health Information Release with Differential PrivacyR01GM114612 · NIGMS · EMORY UNIVERSITY · PI XIONG, LI · 2015 to 2017
$1.0M
Protecting the pRivacy Of Genomes in REsearch StudieS (PROGRESS)R00HG008175 · NHGRI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI WANG, SHUANG · 2016 to 2018
$527k
Protect Privacy of Healthcare Data in the CloudR21LM012060 · NLM · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI JIANG, XIAOQIAN · 2014 to 2015
$376k
NHGRI NIH HHS R00 HG008175NHGRI NIH HHS R01 HG008802NHLBI NIH HHS U54 HL108460NIBIB NIH HHS U01 EB023685NIGMS NIH HHS R01 GM114612NIGMS NIH HHS R01 GM118574NIGMS NIH HHS R01 GM118609NIGMS NIH HHS R01 GM124111NLM NIH HHS R21 LM012060
6 · The paper itself

Abstract

Patient health data are often found spread across various sources. However, precision medicine and personalized care requires access to the complete medical records. The first step towards this is to enable the linkage of health records spread across different sites. Existing record linkage solutions assume that data is centralized with no privacy/security concerns restricting sharing. However, that is often untrue. Therefore, we design and implement a portable method for privacy-preserving record linkage based on garbled circuits to accurately and securely match records. We also develop a novel approximate matching mechanism that significantly improves efficiency.

Indexed as

EHR linkageGarbled circuitPrivacy preservingSecure multi-party computation

Identifiers

PMID29867290
PMCPMC5983039

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.