ArticleAMIA ... Annual Symposium proceedings. AMIA Symposium2006
A comparison of Intelligent Mapper and document similarity scores for mapping local radiology terms to LOINC.
Article in AMIA ... Annual Symposium proceedings. AMIA Symposium, 2006. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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.
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.
Who cites it
16 citing papers in PubMed.
- Mapping Clinical Documents to theAMIA ... Annual Symposium proceedings. AMIA Symposium · 2023Article
- The Importance of Body Part Labeling to Enable Enterprise Imaging: A HIMSS-SIIM Enterprise Imaging Community Collaborative White Paper.Journal of digital imaging · 2021Article
- Mapping of HIE CT terms to LOINC®: analysis of content-dependent coverage and coverage improvement through new term creation.Journal of the American Medical Informatics Association : JAMIA · 2019Article
- The LOINC RSNA radiology playbook - a unified terminology for radiology procedures.Journal of the American Medical Informatics Association : JAMIA · 2018Article
- Learning from the crowd while mapping to LOINC.Journal of the American Medical Informatics Association : JAMIA · 2015Article
- Coding of Electronic Laboratory Reports for Biosurveillance, Selected United States Hospitals, 2011.Online journal of public health informatics · 2015Article
- Assessing the performance of LOINC® and RadLex for coverage of CT scans across three sites in a health information exchange.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2013Article
- Enabling international adoption of LOINC through translation.Journal of biomedical informatics · 2012Article
- An approach to improve LOINC mapping through augmentation of local test names.Journal of biomedical informatics · 2012Article
- Interoperability of medical databases: construction of mapping between hospitals laboratory results assisted by automated comparison of their distributions.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2011Article
- A Knowledge Intensive Approach to Mapping Clinical Narrative to LOINC.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2010Article
- LOINC® - A Universal Catalog of Individual Clinical Observations and Uniform Representation of Enumerated Collections.International journal of functional informatics and personalised medicine · 2010Article
- Embracing change in a health information exchange.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2008Article
- A rationale for parsimonious laboratory term mapping by frequency.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2007Article
- A multi-part matching strategy for mapping LOINC with laboratory terminologies.Journal of the American Medical Informatics Association : JAMIAArticle
- A corpus-based approach for automated LOINC mapping.Journal of the American Medical Informatics Association : JAMIAArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
We developed a program for mapping local radiology system terms to LOINC that returns a ranked list of candidate LOINC codes based on document similarity scores. We compared the performance of this program with the Intelligent Mapper (IM) program in mapping diagnostic radiology terms to LOINC. The cosine similarity score ranked the correct LOINC code first in 34% of the terms in our development set and 39% of the terms from our test set, compared with IM's ranking of the correct LOINC code first in 83% of the terms in our development set and 92% of the terms in our test set. This study demonstrates the challenges in using document similarity scores for mapping to LOINC. Because vocabulary mapping is a resource-intensive step in integrating data from disparate systems, we need continued refinement of automated tools to help reduce the effort required.
Indexed as
Identifiers
17238453PMC1839677What OpenQuestion holds
Registered trials
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.