AIMC Topic: Vocabulary, Controlled

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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...
Radiography, Abdominal Incidental Findings Sensitivity and Specificity Diagnosis, Computer-Assisted Pilot Projects Natural Language Processing Decision Support Systems, Clinical Data Mining Referral and Consultation Humans Terminology as Topic Machine Learning Radiology Information Systems Reproducibility of Results Vocabulary, Controlled Illinois
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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...
Illinois Radiography, Abdominal Incidental Findings Machine Learning Data Mining Pilot Projects Humans Reproducibility of Results Terminology as Topic Decision Support Systems, Clinical Sensitivity and Specificity Radiology Information Systems Natural Language Processing Diagnosis, Computer-Assisted Vocabulary, Controlled
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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...
Lung Neoplasms Natural Language Processing Data Mining Image Interpretation, Computer-Assisted Semantics Pattern Recognition, Automated Terminology as Topic Radiology Information Systems Vocabulary, Controlled Humans Machine Learning Electronic Health Records Brazil
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Development of Markup Language for Medical Record Charting: A Charting Language.

Studies in health technology and informatics Jan 1, 2015
Nowadays a lot of trials for collecting electronic medical records (EMRs) exist. However, structuring data format for EMR is an especially labour-intensive task for practitioners. Here we propose a new mark-up language for medical record charting (ca...
Information Storage and Retrieval Republic of Korea Vocabulary, Controlled Natural Language Processing Electronic Health Records Database Management Systems Programming Languages Documentation
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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...
Practice Patterns, Nurses' Nursing Process Nursing Care Nursing Records Natural Language Processing Machine Learning Internationality Terminology as Topic Vocabulary, Controlled
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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...
Unsupervised Machine Learning Natural Language Processing Self Report Terminology as Topic Vocabulary, Controlled Symptom Assessment San Francisco Humans Mental Disorders Psychiatry
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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...
Sensitivity and Specificity Time Factors Natural Language Processing Data Mining Machine Learning Electronic Health Records Reproducibility of Results Semantics Terminology as Topic Vocabulary, Controlled Chronology as Topic
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An Approach for Automatic Classification of Radiology Reports in Spanish.

Studies in health technology and informatics Jan 1, 2015
Automatic detection of relevant terms in medical reports is useful for educational purposes and for clinical research. Natural language processing (NLP) techniques can be applied in order to identify them. In this work we present an approach to class...
Machine Learning Algorithms Natural Language Processing Radiographic Image Interpretation, Computer-Assisted Radiology Information Systems Spain Vocabulary, Controlled Translating Data Mining Semantics Terminology as Topic
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Named Entity Recognition in Chinese Clinical Text Using Deep Neural Network.

Studies in health technology and informatics Jan 1, 2015
Rapid growth in electronic health records (EHRs) use has led to an unprecedented expansion of available clinical data in electronic formats. However, much of the important healthcare information is locked in the narrative documents. Therefore Natural...
Biological Ontologies Terminology as Topic Vocabulary, Controlled Neural Networks, Computer Electronic Health Records Machine Learning Language Algorithms China Data Mining
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Classification of Contextual Use of Left Ventricular Ejection Fraction Assessments.

Studies in health technology and informatics Jan 1, 2015
Knowledge of the left ventricular ejection fraction is critical for the optimal care of patients with heart failure. When a document contains multiple ejection fraction assessments, accurate classification of their contextual use is necessary to filt...
Humans Machine Learning Electronic Health Records Reproducibility of Results Natural Language Processing Heart Failure Data Mining Vocabulary, Controlled Sensitivity and Specificity Stroke Volume Diagnosis, Computer-Assisted Decision Support Systems, Clinical
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