AIMC Topic: Datasets as Topic

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Extracting relations from traditional Chinese medicine literature via heterogeneous entity networks.

Journal of the American Medical Informatics Association : JAMIA Jul 29, 2015
OBJECTIVE: Traditional Chinese medicine (TCM) is a unique and complex medical system that has developed over thousands of years. This article studies the problem of automatically extracting meaningful relations of entities from TCM literature, for th...
Humans Support Vector Machine Medicine, Chinese Traditional Datasets as Topic Information Storage and Retrieval
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KnowEnG: a knowledge engine for genomics.

Journal of the American Medical Informatics Association : JAMIA Jul 23, 2015
We describe here the vision, motivations, and research plans of the National Institutes of Health Center for Excellence in Big Data Computing at the University of Illinois, Urbana-Champaign. The Center is organized around the construction of "Knowled...
Knowledge Bases Datasets as Topic National Institutes of Health (U.S.) Humans Genomics United States
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Near-Bayesian Support Vector Machines for imbalanced data classification with equal or unequal misclassification costs.

Neural networks : the official journal of the International Neural Network Society Jul 8, 2015
Support Vector Machines (SVMs) form a family of popular classifier algorithms originally developed to solve two-class classification problems. However, SVMs are likely to perform poorly in situations with data imbalance between the classes, particula...
Bayes Theorem Algorithms Artifacts Datasets as Topic Support Vector Machine Data Interpretation, Statistical
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The study of dual COX-2/5-LOX inhibitors by using electronic-topological approach based on data on the ligand-receptor interactions.

Journal of molecular graphics & modelling Jun 19, 2015
Structural and electronic factors influencing selective inhibition of cyclooxygenase-2 and 5-lipoxygenase (COX-2/5-LOX) were studied by using Electronic-Topological Method combined with Neural Networks (ETM-NN), molecular docking, and Density Functio...
Lipoxygenase Inhibitors Substrate Specificity Arachidonate 5-Lipoxygenase Cyclooxygenase 2 Molecular Structure Quantum Theory Ligands Cyclooxygenase 2 Inhibitors Datasets as Topic Catalytic Domain Molecular Docking Simulation Protein Binding Structure-Activity Relationship Neural Networks, Computer Algorithms Humans
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Vascular segmentation in hepatic CT images using adaptive threshold fuzzy connectedness method.

Biomedical engineering online Jun 19, 2015
BACKGROUND: Fuzzy connectedness method has shown its effectiveness for fuzzy object extraction in recent years. However, two problems may occur when applying it to hepatic vessel segmentation task. One is the excessive computational cost, and the oth...
Datasets as Topic Image Processing, Computer-Assisted Fuzzy Logic Liver Algorithms Tomography, X-Ray Computed Imaging, Three-Dimensional Humans
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Automated tracing of myelinated axons and detection of the nodes of Ranvier in serial images of peripheral nerves.

Journal of microscopy Jun 12, 2015
The development of realistic neuroanatomical models of peripheral nerves for simulation purposes requires the reconstruction of the morphology of the myelinated fibres in the nerve, including their nodes of Ranvier. Currently, this information has to...
Datasets as Topic Rats Supervised Machine Learning Microscopy, Electron Axons Vagus Nerve Peripheral Nerves Animals Ranvier's Nodes Imaging, Three-Dimensional Algorithms
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Domain adaptation for semantic role labeling of clinical text.

Journal of the American Medical Informatics Association : JAMIA Jun 10, 2015
OBJECTIVE: Semantic role labeling (SRL), which extracts a shallow semantic relation representation from different surface textual forms of free text sentences, is important for understanding natural language. Few studies in SRL have been conducted in...
Natural Language Processing Datasets as Topic Semantics Algorithms
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Non-parametric temporal modeling of the hemodynamic response function via a liquid state machine.

Neural networks : the official journal of the International Neural Network Society May 21, 2015
Standard methods for the analysis of functional MRI data strongly rely on prior implicit and explicit hypotheses made to simplify the analysis. In this work the attention is focused on two such commonly accepted hypotheses: (i) the hemodynamic respon...
Models, Statistical Data Interpretation, Statistical Oxygen Markov Chains Datasets as Topic Neural Networks, Computer Hemodynamics Machine Learning Image Processing, Computer-Assisted Algorithms Magnetic Resonance Imaging Computer Simulation Humans Reproducibility of Results
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On simplicity and complexity in the brave new world of large-scale neuroscience.

Current opinion in neurobiology Apr 29, 2015
Technological advances have dramatically expanded our ability to probe multi-neuronal dynamics and connectivity in the brain. However, our ability to extract a simple conceptual understanding from complex data is increasingly hampered by the lack of ...
Animals Models, Theoretical Datasets as Topic Neural Networks, Computer Nerve Net Neurosciences
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Construction of an ortholog database using the semantic web technology for integrative analysis of genomic data.

PloS one Apr 13, 2015
Recently, various types of biological data, including genomic sequences, have been rapidly accumulating. To discover biological knowledge from such growing heterogeneous data, a flexible framework for data integration is necessary. Ortholog informati...
Genome Bacteria Computational Biology Databases, Genetic Humans Animals Internet Plants Datasets as Topic Fungi Semantics Gene Ontology
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