Evidence map›Paper›PMID 40261908›Full record

ArticleJournal of the American Medical Informatics Association : JAMIA2025

A resource for Logical Observation Identifiers Names and Codes terms that may be associated with identifying information.

Mehdi Nourelahi, Eugene M Sadhu, Malarkodi J Samayamuthu, Shyam Visweswaran

Abstract read
In one paragraph

Article in Journal of the American Medical Informatics Association : JAMIA, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Mehdi NourelahiDepartment of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA 15206, United States.
Eugene M SadhuDepartment of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA 15206, United States.ORCID 0000-0001-9155-6730
Malarkodi J SamayamuthuDepartment of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA 15206, United States.
Shyam VisweswaranDepartment of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA 15206, United States.ORCID 0000-0002-2079-8684

Funding

University of Pittsburgh Clinical and Translational Science InstituteUL1TR001857 · NCATS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI REIS, STEVEN E · 2016 to 2025
$129.3M
ENACT: Translating Health Informatics Tools to Research and Clinical Decision MakingU24TR004111 · NCATS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI STEVEN E REIS, SHYAM VISWESWARAN · 2022 to 2026
$23.3M
NCATS NIH HHS U24 TR004111NCATS NIH HHS UL1 TR001857NIH HHS U24 TR004111NIH HHS UL1 TR001857
6 · The paper itself

Abstract

objectivesThe primary objective was to compile a comprehensive list of Logical Observation Identifiers Names and Codes (LOINC) terms that may be associated with patient, healthcare provider, and healthcare facility identifying information. MATERIALS AND

methodsWe developed a 2-step procedure for identifying LOINC terms, which consists of a keyword search of Long Common Names and filtering on selected property values, followed by expert physician review to confirm and categorize the terms.

resultsThe final list comprises 1309 LOINC terms potentially associated with identifying information of patients, providers, and facilities. This list is publicly available on GitHub. DISCUSSION: Compared with electronic health record data coded with other terminologies, LOINC-coded data present unique challenges for deidentification, and a resource of LOINC terms that may be associated with identifying information will be helpful for this purpose.

conclusionThis resource is valuable for deidentifying LOINC-coded data, ensuring compliance with the Health Insurance Portability and Accountability Act (HIPAA), and preserving the privacy of patients, providers, and facilities.

Indexed as

Logical Observation Identifiers Names and CodesConfidentialityElectronic Health RecordsHumansUnited StatesLOINCpersonally identifiable information

Identifiers

PMID40261908
PMCPMC12089774

What OpenQuestion holds

Textmetadata
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.