ReviewRadiographics : a review publication of the Radiological Society of North America, Inc
Use of Radiology Procedure Codes in Health Care: The Need for Standardization and Structure.
Review in Radiographics : a review publication of the Radiological Society of North America, Inc. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
What it found
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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.
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Who cites it
21 citing papers in PubMed, 33 citations in OpenAlex.
- Operational Ontology for Radiology: A Framework for Profiling and Characterizing CT Imaging Data.Journal of imaging informatics in medicine · 2026Article
- Comparison of proprietary and fine-tuned large language models for multi-label classification of billing codes from radiology reports.European radiology · 2026Article
- Intelligent documentation in medical education: can AI replace manual case logging?JAMIA open · 2026Article
- Digital pathology imaging artificial intelligence in cancer research and clinical trials: An NCI workshop report.Journal of pathology informatics · 2026Review
- Article
- Establishment of local diagnostic reference levels for computed tomography with cloud-based automated dose-tracking software in TürkiyeDiagnostic and interventional radiology (Ankara, Turkey) · 2024Article
- Protocol parameter extraction and centralization framework for comprehensive and in-depth CT protocol review and management.Journal of applied clinical medical physics · 2024Article
- Demonstration of Japanese radiographic examination codes in establishing typical values for a wide variety of general radiography examinations.Scientific reports · 2024Article
- Digital child health: opportunities and obstacles. A joint statement of European Academy of Paediatrics and European Confederation of Primary Care Paediatricians.Frontiers in pediatrics · 2023Review
- The augmented radiologist: artificial intelligence in the practice of radiology.Pediatric radiology · 2022Review
- Implementation of a computed tomography dose management program across a multinational healthcare organization.European radiology · 2021Article
- Biomedical Ontologies to Guide AI Development in Radiology.Journal of digital imaging · 2021Review
- Imaging AI in Practice: A Demonstration of Future Workflow Using Integration Standards.Radiology. Artificial intelligence · 2021Article
- Developing a RadLex-Based Named Entity Recognition Tool for Mining Textual Radiology Reports: Development and Performance Evaluation Study.Journal of medical Internet research · 2021Article
- Multispecialty Enterprise Imaging Workgroup Consensus on Interactive Multimedia Reporting Current State and Road to the Future: HIMSS-SIIM Collaborative White Paper.Journal of digital imaging · 2021Review
- Sharing is Caring: Exploring machine learning-enabled methods for regional medical imaging exchange using procedure metadata.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2020Article
- Analysis of a multicentre cloud-based CT dosimetric database: preliminary results.European radiology experimental · 2019Article
- 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
- Sensor, Signal, and Imaging Informatics in 2017.Yearbook of medical informatics · 2018Review
- The LOINC RSNA radiology playbook - a unified terminology for radiology procedures.Journal of the American Medical Informatics Association : JAMIA · 2018Article
Corrections and comments
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Radiology procedure codes are a fundamental part of most radiology workflows, such as ordering, scheduling, billing, and image interpretation. Nonstandardized unstructured procedure codes have typically been used in radiology departments. Such codes may be sufficient for specific purposes, but they offer limited support for interoperability. As radiology workflows and the various forms of clinical data exchange have become more sophisticated, the need for more advanced interoperability with use of standardized structured codes has increased. For example, structured codes facilitate the automated identification of relevant prior imaging studies and the collection of data for radiation dose tracking. The authors review the role of imaging procedure codes in radiology departments and across the health care enterprise. Standards for radiology procedure coding are described, and the mechanisms of structured coding systems are reviewed. In particular, the structure of the RadLex™ Playbook coding system and examples of the use of this system are described. Harmonization of the RadLex Playbook system with the Logical Observation Identifiers Names and Codes standard, which is currently in progress, also is described. The benefits and challenges of adopting standardized codes-especially the difficulties in mapping local codes to standardized codes-are reviewed. Tools and strategies for mitigating these challenges, including the use of billing codes as an intermediate step in mapping, also are reviewed. In addition, the authors describe how to use the RadLex Playbook Web service application programming interface for partial automation of code mapping.
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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.