AIMC Topic: Terminology as Topic
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Development and Evaluation of an Automated Protocol Recommendation System for Chest CT Using Natural Language Processing With CLEVER Terminology Word Replacement.
Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes
May 1, 2025
To evaluate the clinical performance of a Protocol Recommendation System (PRS) automatic protocolling of chest CT imaging requests. 322 387 consecutive historical imaging requests for chest CT between 2017 and 2022 were extracted from a radiology i...
Generating colloquial radiology reports with large language models.
Journal of the American Medical Informatics Association : JAMIA
Nov 1, 2024
OBJECTIVES: Patients are increasingly being given direct access to their medical records. However, radiology reports are written for clinicians and typically contain medical jargon, which can be confusing. One solution is for radiologists to provide ...
Representation of Social Determinants of Health terminology in medical subject headings: impact of added terms.
Journal of the American Medical Informatics Association : JAMIA
Nov 1, 2024
OBJECTIVES: To enhance and evaluate the quality of PubMed search results for Social Determinants of Health (SDoH) through the addition of new SDoH terms to Medical Subject Headings (MeSH).
Building a Natural Language Interface for FHIR Clinical Terminology Server.
Studies in health technology and informatics
Sep 24, 2024
While Fast Healthcare Interoperability Resources (FHIR) clinical terminology server enables quick and easy search and retrieval of coded medical data, it still has some drawbacks. When searching, any typographical errors, variations in word forms, or...
CoRTEx: contrastive learning for representing terms via explanations with applications on constructing biomedical knowledge graphs.
Journal of the American Medical Informatics Association : JAMIA
Sep 1, 2024
OBJECTIVES: Biomedical Knowledge Graphs play a pivotal role in various biomedical research domains. Concurrently, term clustering emerges as a crucial step in constructing these knowledge graphs, aiming to identify synonymous terms. Due to a lack of ...
Term Candidate Generation to Enrich Clinical Terminologies with Large Language Models.
Studies in health technology and informatics
Aug 22, 2024
Annotated language resources derived from clinical routine documentation form an intriguing asset for secondary use case scenarios. In this investigation, we report on how such a resource can be leveraged to identify additional term candidates for a ...
Active Learning Pipeline to Identify Candidate Terms for a CDSS Ontology.
Studies in health technology and informatics
Aug 22, 2024
Ontology is essential for achieving health information and information technology application interoperability in the biomedical fields and beyond. Traditionally, ontology construction is carried out manually by human domain experts (HDE). Here, we e...
Glossary of Terms for Thoracic Imaging: Implications for Machine Learning and Future Practice.
Radiology
Jun 1, 2024
Evaluation of Machine Translation Accuracy Focused on the Adverse Event Terminology for Medical Devices.
Studies in health technology and informatics
Jan 25, 2024
The purpose of this study was to evaluate the accuracy of deep neural machine translation focused on medical device adverse event terminology. 10 models were obtained, and their English-to-Japanese translation accuracy was evaluated using quantitativ...
Fungal names: a comprehensive nomenclatural repository and knowledge base for fungal taxonomy.
Nucleic acids research
Jan 6, 2023
Fungal taxonomy is a complex and rapidly changing subject, which makes proper naming of fungi challenging for taxonomists. A registration platform with a standardized and information-integrated database is a powerful tool for efficient research on fu...
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