AIMC Topic: Terminology as Topic

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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 Data Mining Vocabulary, Controlled Biological Ontologies Ireland Machine Learning Abstracting and Indexing United States 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...
Vocabulary, Controlled Data Mining Machine Learning Biological Ontologies Electronic Health Records Terminology as Topic China Natural Language Processing
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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...
Illinois Radiography, Abdominal Incidental Findings Terminology as Topic Radiology Information Systems Vocabulary, Controlled Humans Decision Support Systems, Clinical Machine Learning Natural Language Processing Sensitivity and Specificity Reproducibility of Results Data Mining Diagnosis, Computer-Assisted Referral and Consultation Pilot Projects
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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...
Machine Learning Reproducibility of Results Sensitivity and Specificity Diagnosis, Computer-Assisted Pilot Projects Decision Support Systems, Clinical Natural Language Processing Humans Data Mining Vocabulary, Controlled Terminology as Topic Radiology Information Systems Illinois Radiography, Abdominal Incidental Findings
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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 Workflow Information Storage and Retrieval Semantics Humans Machine Learning Electronic Health Records Point-of-Care Systems Brazil User-Computer Interface Decision Support Systems, Clinical Natural Language Processing
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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...
Radiology Information Systems Vocabulary, Controlled Semantics Pattern Recognition, Automated Terminology as Topic Machine Learning Electronic Health Records Brazil Lung Neoplasms Natural Language Processing Data Mining Image Interpretation, Computer-Assisted Humans
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Harmonizing Nursing Terminologies.

Studies in health technology and informatics Jan 1, 2015
In this paper, the authors report on a study aimed at harmonising two nursing terminologies, the Clinical Care Classification (CCC) and the International Classification for Nursing Practice (ICNP®). As the electronic health record evolves and the nee...
Machine Learning Natural Language Processing Nursing Care Nursing Records Practice Patterns, Nurses' Internationality Terminology as Topic Vocabulary, Controlled Nursing Process
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Towards Constructing a New Taxonomy for Psychiatry Using Self-reported Symptoms.

Studies in health technology and informatics Jan 1, 2015
The Diagnostic and Statistical Manual (DSM) has served as the gold standard for psychiatric diagnosis for the past several decades in the USA, and DSM diagnoses mirror mental health and substance abuse diagnoses in ICD-9 and ICD-10. However, DSM diag...
Humans Symptom Assessment San Francisco Natural Language Processing Mental Disorders Self Report Psychiatry Terminology as Topic Unsupervised Machine Learning Vocabulary, Controlled
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Acquiring Plausible Predications from MEDLINE by Clustering MeSH Annotations.

Studies in health technology and informatics Jan 1, 2015
The massive accumulation of biomedical knowledge is reflected by the growth of the literature database MEDLINE with over 23 million bibliographic records. All records are manually indexed by MeSH descriptors, many of them refined by MeSH subheadings....
Terminology as Topic Data Mining MEDLINE Medical Subject Headings Machine Learning Cluster Analysis Natural Language Processing Periodicals as Topic Knowledge Bases
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Automated Learning of Temporal Expressions.

Studies in health technology and informatics Jan 1, 2015
Clinical notes contain important temporal information that are critical for making clinical diagnosis and treatment as well as for retrospective analyses. Manually created regular expressions are commonly used for the extraction of temporal informati...
Machine Learning Electronic Health Records Reproducibility of Results Semantics Terminology as Topic Vocabulary, Controlled Chronology as Topic Sensitivity and Specificity Time Factors Natural Language Processing Data Mining
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