AIMC Topic: Terminology as Topic

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OTO: Ontology Term Organizer.

BMC bioinformatics Feb 15, 2015
BACKGROUND: The need to create controlled vocabularies such as ontologies for knowledge organization and access has been widely recognized in various domains. Despite the indispensable need of thorough domain knowledge in ontology construction, most ...
Semantics Terminology as Topic Vocabulary, Controlled User-Computer Interface Computational Biology Natural Language Processing Humans Software
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Semantic similarity measurement between gene ontology terms based on exclusively inherited shared information.

Gene Dec 28, 2014
Quantifying the semantic similarities between pairs of terms in the Gene Ontology (GO) structure can help to explore the functional relationships between biological entities. A common approach to this problem is to measure the information they have i...
Gene Ontology Algorithms Semantics Terminology as Topic
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ADReCS: an ontology database for aiding standardization and hierarchical classification of adverse drug reaction terms.

Nucleic acids research Oct 31, 2014
Adverse drug reactions (ADRs) are noxious and unexpected effects during normal drug therapy. They have caused significant clinical burden and been responsible for a large portion of new drug development failure. Molecular understanding and in silico ...
Classification Drug-Related Side Effects and Adverse Reactions Databases, Factual Biological Ontologies Internet 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...
Artificial Intelligence Natural Language Processing Periodicals as Topic Documentation Image Interpretation, Computer-Assisted Semantics Pattern Recognition, Automated Terminology 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 Enhancement Artificial Intelligence Terminology as Topic Radiology Information Systems User-Computer Interface Algorithms Image Interpretation, Computer-Assisted Natural Language Processing Reproducibility of Results Pattern Recognition, Automated Documentation 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...
Artificial Intelligence Algorithms User-Computer Interface Multimodal Imaging Natural Language Processing PubMed Radiology Information Systems Vocabulary, Controlled Subtraction Technique Medical Subject Headings Documentation Pattern Recognition, Automated Information Storage and Retrieval Terminology as Topic
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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...
Terminology as Topic Radiology Information Systems Vocabulary, Controlled Subtraction Technique Documentation Information Storage and Retrieval Pattern Recognition, Automated Multimodal Imaging Natural Language Processing Artificial Intelligence Algorithms User-Computer Interface
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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...
Multimodal Imaging Natural Language Processing Documentation Algorithms User-Computer Interface Radiology Information Systems Vocabulary, Controlled Subtraction Technique Information Storage and Retrieval Pattern Recognition, Automated Terminology as Topic Artificial Intelligence
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Empirical Antonym Implementation in the UMLS SPECIALIST Lexicon.

Studies in health technology and informatics Aug 7, 2025
Antonyms are words that have opposite or contrasting meanings in a specific domain. For example, "increase" is the opposite of "decrease" in the domain of "quantity". Antonyms play an important role in NLP applications to improve performance. This pa...
Semantics Terminology as Topic Unified Medical Language System Humans Natural Language Processing
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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...
Natural Language Processing Germany Terminology as Topic Humans Vocabulary, Controlled
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