AIMC Topic: Terminology as Topic

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Literature-based biomedical image classification and retrieval.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jun 20, 2014
Literature-based image informatics techniques are essential for managing the rapidly increasing volume of information in the biomedical domain. Compound figure separation, modality classification, and image retrieval are three related tasks useful fo...
Documentation Artificial Intelligence Pattern Recognition, Automated Image Interpretation, Computer-Assisted Natural Language Processing Terminology as Topic Semantics Periodicals as Topic
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Improved medical image modality classification using a combination of visual and textual features.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jun 19, 2014
In this paper, we present the approach that we applied to the medical modality classification tasks at the ImageCLEF evaluation forum. More specifically, we used the modality classification databases from the ImageCLEF competitions in 2011, 2012 and ...
Image Interpretation, Computer-Assisted User-Computer Interface Artificial Intelligence Terminology as Topic Natural Language Processing Algorithms Radiology Information Systems Pattern Recognition, Automated Documentation Reproducibility of Results Image Enhancement Sensitivity and Specificity
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Multimodal medical information retrieval with unsupervised rank fusion.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society May 23, 2014
Modern medical information retrieval systems are paramount to manage the insurmountable quantities of clinical data. These systems empower health care experts in the diagnosis of patients and play an important role in the clinical decision process. H...
Terminology as Topic Radiology Information Systems Vocabulary, Controlled Subtraction Technique Information Storage and Retrieval Medical Subject Headings Pattern Recognition, Automated Natural Language Processing PubMed Documentation Algorithms Artificial Intelligence User-Computer Interface Multimodal Imaging
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Comparing fusion techniques for the ImageCLEF 2013 medical case retrieval task.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Apr 24, 2014
Retrieval systems can supply similar cases with a proven diagnosis to a new example case under observation to help clinicians during their work. The ImageCLEFmed evaluation campaign proposes a framework where research groups can compare case-based re...
Artificial Intelligence Algorithms Terminology as Topic Radiology Information Systems Vocabulary, Controlled Subtraction Technique Documentation User-Computer Interface Information Storage and Retrieval Multimodal Imaging Pattern Recognition, Automated Natural Language Processing
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Evaluating performance of biomedical image retrieval systems--an overview of the medical image retrieval task at ImageCLEF 2004-2013.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Mar 27, 2014
Medical image retrieval and classification have been extremely active research topics over the past 15 years. Within the ImageCLEF benchmark in medical image retrieval and classification, a standard test bed was created that allows researchers to com...
Radiology Information Systems Vocabulary, Controlled Subtraction Technique Information Storage and Retrieval Pattern Recognition, Automated Terminology as Topic Multimodal Imaging Natural Language Processing Documentation Algorithms User-Computer Interface Artificial Intelligence
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German Medical NER with BERT and LLMs: The Impact of Training Data Size.

Studies in health technology and informatics May 15, 2025
Named Entity Recognition (NER) in the medical domain often presents significant challenges due to the complexity and specificity of medical terminology, especially in lower-resource settings where annotated data is scarce. This study explores the per...
Humans Natural Language Processing Terminology as Topic Germany Vocabulary, Controlled
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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...
Female Reproducibility of Results Male Humans Tomography, X-Ray Computed Radiography, Thoracic Clinical Protocols Natural Language Processing Terminology as Topic Radiology Information Systems
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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 ...
Electronic Health Records Natural Language Processing Radiology Terminology as Topic Radiology Information Systems Comprehension Humans
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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).
PubMed Information Storage and Retrieval Medical Subject Headings Humans Algorithms Natural Language Processing Social Determinants of Health Terminology as Topic
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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...
Semantics Health Information Interoperability Terminology as Topic User-Computer Interface Natural Language Processing Information Storage and Retrieval Vocabulary, Controlled Humans Artificial Intelligence Electronic Health Records
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