AIMC Topic: Information Storage and Retrieval

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Link-topic model for biomedical abbreviation disambiguation.

Journal of biomedical informatics Dec 30, 2014
INTRODUCTION: The ambiguity of biomedical abbreviations is one of the challenges in biomedical text mining systems. In particular, the handling of term variants and abbreviations without nearby definitions is a critical issue. In this study, we adopt...
Medical Subject Headings Reproducibility of Results Unified Medical Language System Support Vector Machine Probability Linguistics Models, Statistical Natural Language Processing Information Storage and Retrieval Software MEDLINE Algorithms
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An SSVEP-Based Brain-Computer Interface for Text Spelling With Adaptive Queries That Maximize Information Gain Rates.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Dec 2, 2014
This paper presents a brain-computer interface for text entry using steady-state visually evoked potentials (SSVEP). Like other SSVEP-based spellers, ours identifies the desired input character by posing questions (or queries) to users through a visu...
Female Adolescent Reproducibility of Results Child Brain-Computer Interfaces Young Adult Humans Communication Devices for People with Disabilities Natural Language Processing Electroencephalography Evoked Potentials, Visual Sensitivity and Specificity Machine Learning Word Processing Information Storage and Retrieval Male Pattern Recognition, Automated
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Secondary use of electronic health records for building cohort studies through top-down information extraction.

Journal of biomedical informatics Nov 21, 2014
Controlled clinical trials are usually supported with an in-front data aggregation system, which supports the storage of relevant information according to the trial context within a highly structured environment. In contrast to the documentation of c...
Humans Software Algorithms Electronic Health Records Reproducibility of Results Research Design Databases, Factual Information Storage and Retrieval Medical Informatics Europe Computer Graphics Natural Language Processing User-Computer Interface Data Mining Cohort Studies United States
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Towards an intelligent framework for multimodal affective data analysis.

Neural networks : the official journal of the International Neural Network Society Nov 6, 2014
An increasingly large amount of multimodal content is posted on social media websites such as YouTube and Facebook everyday. In order to cope with the growth of such so much multimodal data, there is an urgent need to develop an intelligent multi-mod...
Information Storage and Retrieval Biometric Identification Humans Artificial Intelligence Algorithms
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Projective synchronization of fractional-order memristor-based neural networks.

Neural networks : the official journal of the International Neural Network Society Oct 31, 2014
This paper investigates the projective synchronization of fractional-order memristor-based neural networks. Sufficient conditions are derived in the sense of Caputo's fractional derivation and by combining a fractional-order differential inequality. ...
Algorithms Information Storage and Retrieval Neural Networks, Computer
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Automatic abstraction of imaging observations with their characteristics from mammography reports.

Journal of the American Medical Informatics Association : JAMIA Oct 28, 2014
BACKGROUND: Radiology reports are usually narrative, unstructured text, a format which hinders the ability to input report contents into decision support systems. In addition, reports often describe multiple lesions, and it is challenging to automati...
Humans Natural Language Processing Information Storage and Retrieval Radiology Information Systems Electronic Data Processing Female Decision Support Systems, Clinical Mammography
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A multi-technique approach to bridge electronic case report form design and data standard adoption.

Journal of biomedical informatics Sep 6, 2014
BACKGROUND AND OBJECTIVE: The importance of data standards when integrating clinical research data has been recognized. The common data element (CDE) is a consensus-based data element for data harmonization and sharing between clinical researchers, i...
Computer Systems Computational Biology Parkinson Disease Biomarkers Algorithms Models, Statistical Reproducibility of Results Humans Research Design Natural Language Processing Biomedical Research Software Information Storage and Retrieval
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Evaluating the state of the art in disorder recognition and normalization of the clinical narrative.

Journal of the American Medical Informatics Association : JAMIA Aug 21, 2014
OBJECTIVE: The ShARe/CLEF eHealth 2013 Evaluation Lab Task 1 was organized to evaluate the state of the art on the clinical text in (i) disorder mention identification/recognition based on Unified Medical Language System (UMLS) definition (Task 1a) a...
Biological Ontologies Datasets as Topic Humans Unified Medical Language System Vocabulary, Controlled Information Storage and Retrieval Electronic Health Records Disease Systematized Nomenclature of Medicine Natural Language Processing
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Phase Oscillatory Network and Visual Pattern Recognition.

IEEE transactions on neural networks and learning systems Aug 15, 2014
We explore a properly interconnected set of Kuramoto type oscillators that results in a new associative-memory network configuration, which includes second- and third-order additional terms in the Fourier expansion of the network's coupling. Investig...
Electronic Data Processing Memory Fourier Analysis Color Neural Networks, Computer Information Storage and Retrieval Algorithms Pattern Recognition, Automated Reproducibility of Results
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Automated clinical trial eligibility prescreening: increasing the efficiency of patient identification for clinical trials in the emergency department.

Journal of the American Medical Informatics Association : JAMIA Jul 16, 2014
OBJECTIVES: (1) To develop an automated eligibility screening (ES) approach for clinical trials in an urban tertiary care pediatric emergency department (ED); (2) to assess the effectiveness of natural language processing (NLP), information extractio...
Efficiency, Organizational Information Storage and Retrieval Humans Clinical Trials as Topic Natural Language Processing Eligibility Determination Artificial Intelligence Emergency Service, Hospital Patient Selection
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