AIMC Topic: Terminology as Topic

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Annotation methods to develop and evaluate an expert system based on natural language processing in electronic medical records.

Studies in health technology and informatics Jan 1, 2015
The objective of the SYNODOS collaborative project was to develop a generic IT solution, combining a medical terminology server, a semantic analyser and a knowledge base. The goal of the project was to generate meaningful epidemiological data for var...
Knowledge Bases Terminology as Topic Machine Learning Data Mining Electronic Health Records Vocabulary, Controlled Expert Systems Natural Language Processing Pattern Recognition, Automated
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Rule-based Cervical Spine Defect Classification Using Medical Narratives.

Studies in health technology and informatics Jan 1, 2015
Classifying the defects occurring at the cervical spine provides the basis for surgical treatment planning and therapy recommendation. This process requires evidence from patient records. Further, the degree of a defect needs to be encoded in a stand...
Natural Language Processing Cervical Vertebrae Humans Knowledge Bases Machine Learning Spinal Stenosis Biological Ontologies Terminology as Topic Diagnosis, Computer-Assisted Algorithms Decision Support Systems, Clinical Electronic Health Records Narration Reproducibility of Results Sensitivity and Specificity
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Translating ICD-11 into French using lexical-based approach: a preliminary study.

Studies in health technology and informatics Jan 1, 2015
To translate the 11th edition of the International Classification of Diseases (ICD-11) into French, we proposed a lexical approach using Natural Language Processing techniques. This method relies on the 56 biomedical terminologies and ontologies incl...
Translating France Data Mining Terminology as Topic Semantics International Classification of Diseases Biological Ontologies Pilot Projects Pattern Recognition, Automated Natural Language Processing
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A Frequency-based Strategy of Obtaining Sentences from Clinical Data Repository for Crowdsourcing.

Studies in health technology and informatics Jan 1, 2015
In clinical NLP, one major barrier to adopting crowdsourcing for NLP annotation is the issue of confidentiality for protected health information (PHI) in clinical narratives. In this paper, we investigated the use of a frequency-based approach to ext...
Natural Language Processing Data Interpretation, Statistical Semantics Pattern Recognition, Automated Terminology as Topic Vocabulary, Controlled Crowdsourcing Minnesota Machine Learning Electronic Health Records Language
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Extracting Dependence Relations from Unstructured Medical Text.

Studies in health technology and informatics Jan 1, 2015
Dependence relations among disease and risk factors are a key ingredient in risk modeling and decision support models. Currently such information is either provided by experts (costly and time consuming) or extracted from data (if available). The pub...
Terminology as Topic Vocabulary, Controlled Ireland Data Mining Machine Learning Biological Ontologies United States Abstracting and Indexing Natural Language Processing MEDLINE
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Development and evaluation of task-specific NLP framework in China.

Studies in health technology and informatics Jan 1, 2015
Natural language processing (NLP) has been designed to convert narrative text into structured data. Although some general NLP architectures have been developed, a task-specific NLP framework to facilitate the effective use of data is still a challeng...
Biological Ontologies Terminology as Topic Vocabulary, Controlled Machine Learning Electronic Health Records China Natural Language Processing Data Mining
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Follow-up Recommendation Detection on Radiology Reports with Incidental Pulmonary Nodules.

Studies in health technology and informatics Jan 1, 2015
The management of follow-up recommendations is fundamental for the appropriate care of patients with incidental pulmonary findings. The lack of communication of these important findings can result in important actionable information being lost in hea...
Incidental Findings Vocabulary, Controlled Illinois Radiography, Abdominal Diagnosis, Computer-Assisted Pilot Projects Decision Support Systems, Clinical Natural Language Processing Data Mining Referral and Consultation Terminology as Topic Radiology Information Systems Humans Machine Learning Reproducibility of Results Sensitivity and Specificity
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Identification of Incidental Pulmonary Nodules in Free-text Radiology Reports: An Initial Investigation.

Studies in health technology and informatics Jan 1, 2015
Advances in image quality produced by computed tomography (CT) and the growth in the number of image studies currently performed has made the management of incidental pulmonary nodules (IPNs) a challenging task. This research aims to identify IPNs in...
Humans Machine Learning Reproducibility of Results Natural Language Processing Data Mining Terminology as Topic Radiology Information Systems Sensitivity and Specificity Diagnosis, Computer-Assisted Pilot Projects Decision Support Systems, Clinical Incidental Findings Vocabulary, Controlled Illinois Radiography, Abdominal
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Ontology-Driven Semantic Search for Brazilian Portuguese Clinical Notes.

Studies in health technology and informatics Jan 1, 2015
The emerging penetration of Health IT in Latin America (especially in Brazil) has exacerbated the ever-increasing amount of Electronic Health Record (EHR) clinical free text documents.This imposes a workflow efficiency challenge on clinicians who nee...
Biological Ontologies Terminology as Topic Portugal Point-of-Care Systems Brazil User-Computer Interface Decision Support Systems, Clinical Natural Language Processing Humans Workflow Machine Learning Information Storage and Retrieval Electronic Health Records Semantics
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Proposal of Local Automatic Weighing Attribute in CBIR.

Studies in health technology and informatics Jan 1, 2015
Lung cancer is the most common malignant lesion and the principal cause of cancer-related death worldwide. This problem encourages researchers to build computer-aided solutions to help diagnose lung cancer. Content-based image retrieval (CBIR) system...
Machine Learning Electronic Health Records Brazil Lung Neoplasms Humans Pattern Recognition, Automated Terminology as Topic Radiology Information Systems Vocabulary, Controlled Natural Language Processing Data Mining Image Interpretation, Computer-Assisted Semantics
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