AIMC Topic: Neural Networks, Computer

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A sparse autoencoder-based deep neural network for protein solvent accessibility and contact number prediction.

BMC bioinformatics Dec 28, 2017
BACKGROUND: Direct prediction of the three-dimensional (3D) structures of proteins from one-dimensional (1D) sequences is a challenging problem. Significant structural characteristics such as solvent accessibility and contact number are essential for...
Models, Molecular Solvents Machine Learning Algorithms Proteins Neural Networks, Computer
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Deep learning architectures for multi-label classification of intelligent health risk prediction.

BMC bioinformatics Dec 28, 2017
BACKGROUND: Multi-label classification of data remains to be a challenging problem. Because of the complexity of the data, it is sometimes difficult to infer information about classes that are not mutually exclusive. For medical data, patients could ...
Chronic Disease Humans Health Neural Networks, Computer Deep Learning ROC Curve Algorithms Support Vector Machine Risk Assessment
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Development of models for predicting Torsade de Pointes cardiac arrhythmias using perceptron neural networks.

BMC bioinformatics Dec 28, 2017
BACKGROUND: Blockage of some ion channels and in particular, the hERG (human Ether-a'-go-go-Related Gene) cardiac potassium channel delays cardiac repolarization and can induce arrhythmia. In some cases it leads to a potentially life-threatening arrh...
Torsades de Pointes Myocytes, Cardiac Models, Cardiovascular Ether-A-Go-Go Potassium Channels Heart Ventricles Long QT Syndrome Arrhythmias, Cardiac Neural Networks, Computer Male Humans Middle Aged ROC Curve Electrocardiography Action Potentials
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Key Clinical Factors Predicting Adipokine and Oxidative Stress Marker Concentrations among Normal, Overweight and Obese Pregnant Women Using Artificial Neural Networks.

International journal of molecular sciences Dec 28, 2017
Maternal obesity has been related to adverse neonatal outcomes and fetal programming. Oxidative stress and adipokines are potential biomarkers in such pregnancies; thus, the measurement of these molecules has been considered critical. Therefore, we d...
Neural Networks, Computer Biomarkers Pregnancy Humans Case-Control Studies Oxidative Stress Malondialdehyde Female Adult Severity of Illness Index Deoxyguanosine Protein Carbonylation Leptin Adiponectin DNA Gestational Age Resistin Gene Expression Body Mass Index Pregnancy Trimester, Third 8-Hydroxy-2'-Deoxyguanosine Age Factors Obesity
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Pseudoneglect in Visual Search: Behavioral Evidence and Connectional Constraints in Simulated Neural Circuitry.

eNeuro Dec 28, 2017
Most people tend to bisect horizontal lines slightly to the left of their true center (pseudoneglect) and start visual search from left-sided items. This physiological leftward spatial bias may depend on hemispheric asymmetries in the organization of...
Visual Perception Female Young Adult Space Perception Proof of Concept Study Male Neural Pathways Humans Neural Networks, Computer Brain Functional Laterality Models, Neurological Robotics Attention
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Fantastic DNimals and where to find them.

NeuroImage Dec 27, 2017
Animals Cognition Humans Neural Networks, Computer Brain
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Can multilayer brain networks be a real step forward?: Comment on "Network science of biological systems at different scales: A review" by M. Gosak et al.

Physics of life reviews Dec 27, 2017
Neural Networks, Computer Brain
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Deep vector-based convolutional neural network approach for automatic recognition of colonies of induced pluripotent stem cells.

PloS one Dec 27, 2017
Pluripotent stem cells can potentially be used in clinical applications as a model for studying disease progress. This tracking of disease-causing events in cells requires constant assessment of the quality of stem cells. Existing approaches are inad...
Neural Networks, Computer Support Vector Machine Animals Automation Mice Induced Pluripotent Stem Cells
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Optimization of Solvent Terminated Dispersive Liquid-Liquid Microextraction of Copper Ions in Water and Food Samples Using Artificial Neural Networks Coupled Bees Algorithm.

Bulletin of environmental contamination and toxicology Dec 26, 2017
A multivariate method based on solvent terminated dispersive liquid-liquid microextraction was developed for the determination of Cu ions in aqueous samples. In the proposed approach, di-2-ethylhexylphosphoric acid, xylene and acetone were used as ch...
Food Contamination Water Pollutants, Chemical Limit of Detection Neural Networks, Computer Algorithms Solvents Spectrophotometry, Atomic Chelating Agents Copper Liquid Phase Microextraction Ions
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A mixed-scale dense convolutional neural network for image analysis.

Proceedings of the National Academy of Sciences of the United States of America Dec 26, 2017
Deep convolutional neural networks have been successfully applied to many image-processing problems in recent works. Popular network architectures often add additional operations and connections to the standard architecture to enable training deeper ...
Computer Simulation Neural Networks, Computer Models, Theoretical Diagnostic Imaging Machine Learning Algorithms
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