AIMC Journal:
Journal of biomedical informatics

Showing 471 to 480 of 650 articles

Label-indicator morpheme growth on LSTM for Chinese healthcare question department classification.

Journal of biomedical informatics Apr 27, 2018
BACKGROUND: Current Chinese medicine has an urgent demand for convenient medical services. When facing a large number of patients, understanding patients' questions automatically and precisely is useful. Different from the high professional medical t...
Medical Informatics Patient Participation Databases, Factual Reproducibility of Results Communication Deep Learning China Natural Language Processing Physician-Patient Relations Workflow Humans Neural Networks, Computer Delivery of Health Care
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Complex analyses on clinical information systems using restricted natural language querying to resolve time-event dependencies.

Journal of biomedical informatics Apr 9, 2018
PURPOSE: This paper reports on a generic framework to provide clinicians with the ability to conduct complex analyses on elaborate research topics using cascaded queries to resolve internal time-event dependencies in the research questions, as an ext...
Algorithms Language Data Science User-Computer Interface Humans Software Internet Fever Programming Languages Data Collection Time Factors Brain Injuries, Traumatic Liver Natural Language Processing Medical Informatics Body Temperature Medical Records Systems, Computerized Liver Function Tests Acetaminophen Out-of-Hospital Cardiac Arrest
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ProFUSO: Business process and ontology-based framework to develop ubiquitous computing support systems for chronic patients' management.

Journal of biomedical informatics Apr 5, 2018
New advances in telemedicine, ubiquitous computing, and artificial intelligence have supported the emergence of more advanced applications and support systems for chronic patients. This trend addresses the important problem of chronic illnesses, high...
Semantics Artificial Intelligence Vital Signs Chronic Disease Humans Hospitalization Models, Organizational Telemedicine Information Storage and Retrieval Decision Support Systems, Clinical Computer Graphics Medical Informatics Decision Making
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Bimodal fuzzy analytic hierarchy process (BFAHP) for coronary heart disease risk assessment.

Journal of biomedical informatics Apr 4, 2018
Rooted deeply in medical multiple criteria decision-making (MCDM), risk assessment is very important especially when applied to the risk of being affected by deadly diseases such as coronary heart disease (CHD). CHD risk assessment is a stochastic, u...
Humans Computer Simulation Clinical Decision-Making Female Fuzzy Logic Bayes Theorem Coronary Disease Uncertainty Risk Factors Male Risk Assessment Diagnosis, Computer-Assisted
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A hybrid model based on neural networks for biomedical relation extraction.

Journal of biomedical informatics Mar 27, 2018
Biomedical relation extraction can automatically extract high-quality biomedical relations from biomedical texts, which is a vital step for the mining of biomedical knowledge hidden in the literature. Recurrent neural networks (RNNs) and convolutiona...
Models, Statistical Natural Language Processing Drug Interactions Data Mining Neural Networks, Computer Humans Medical Informatics Pattern Recognition, Automated Machine Learning Algorithms False Positive Reactions Research Design
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An efficient, large-scale, non-lattice-detection algorithm for exhaustive structural auditing of biomedical ontologies.

Journal of biomedical informatics Mar 13, 2018
One of the basic challenges in developing structural methods for systematic audition on the quality of biomedical ontologies is the computational cost usually involved in exhaustive sub-graph analysis. We introduce ANT-LCA, a new algorithm for comput...
Biological Ontologies Data Mining Medical Informatics Algorithms Systematized Nomenclature of Medicine
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The utility of LASSO-based models for real time forecasts of endemic infectious diseases: A cross country comparison.

Journal of biomedical informatics Feb 27, 2018
INTRODUCTION: Accurate and timely prediction for endemic infectious diseases is vital for public health agencies to plan and carry out any control methods at an early stage of disease outbreaks. Climatic variables has been identified as important pre...
Dengue Infectious Disease Medicine Disease Outbreaks Hand, Foot and Mouth Disease Thailand Forecasting Chickenpox Climate Taiwan Incidence Communicable Diseases Humans Wavelet Analysis Models, Statistical Singapore Reproducibility of Results Communicable Disease Control Machine Learning Malaria Public Health Algorithms Japan
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OBO to UML: Support for the development of conceptual models in the biomedical domain.

Journal of biomedical informatics Feb 27, 2018
A conceptual model abstractly defines a number of concepts and their relationships for the purposes of understanding and communication. Once a conceptual model is available, it can also be used as a starting point for the development of a software sy...
Biological Ontologies Unified Medical Language System Humans Models, Theoretical
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Deep neural models for ICD-10 coding of death certificates and autopsy reports in free-text.

Journal of biomedical informatics Feb 26, 2018
We address the assignment of ICD-10 codes for causes of death by analyzing free-text descriptions in death certificates, together with the associated autopsy reports and clinical bulletins, from the Portuguese Ministry of Health. We leverage a deep n...
Death Certificates Autopsy Data Mining Humans International Classification of Diseases Neural Networks, Computer Clinical Coding Electronic Health Records Natural Language Processing
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Mortality prediction in intensive care units (ICUs) using a deep rule-based fuzzy classifier.

Journal of biomedical informatics Feb 19, 2018
Electronic health records (EHRs) contain critical information useful for clinical studies. Early assessment of patients' mortality in intensive care units is of great importance. In this paper, a Deep Rule-Based Fuzzy System (DRBFS) was proposed to d...
Algorithms Intensive Care Units Electronic Health Records Reproducibility of Results Deep Learning Hospital Mortality ROC Curve Fuzzy Logic Cluster Analysis Humans Decision Trees Neural Networks, Computer Bayes Theorem
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