AIMC Topic: Data Interpretation, Statistical

Clear Filters Showing 151 to 160 of 233 articles

Learning of speckle statistics for in vivo and noninvasive characterization of cutaneous wound regions using laser speckle contrast imaging.

Microvascular research Apr 27, 2016
Laser speckle contrast imaging (LSCI) provides a noninvasive and cost effective solution for in vivo monitoring of blood flow. So far, most of the researches consider changes in speckle pattern (i.e. correlation time of speckle intensity fluctuation)...
Data Interpretation, Statistical Skin Supervised Machine Learning Regional Blood Flow Disease Models, Animal Predictive Value of Tests Area Under Curve Laser-Doppler Flowmetry Microcirculation Perfusion Imaging Reproducibility of Results Sarcoma 180 Image Interpretation, Computer-Assisted Animals Immunohistochemistry Male Blood Flow Velocity Mice Wound Healing Time Factors ROC Curve
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Sequential detection of learning in cognitive diagnosis.

The British journal of mathematical and statistical psychology Mar 2, 2016
In order to look more closely at the many particular skills examinees utilize to answer items, cognitive diagnosis models have received much attention, and perhaps are preferable to item response models that ordinarily involve just one or a few broad...
Humans Machine Learning Educational Measurement Cognition Computer Simulation Models, Statistical Learning Data Interpretation, Statistical Psychometrics
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Evaluation of Underlying Lymphocytic Thyroiditis With Histogram Analysis Using Grayscale Ultrasound Images.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine Feb 17, 2016
OBJECTIVES: The purpose of this study was to evaluate diagnostic performance of histogram analysis using grayscale ultrasound (US) images in the diagnosis of lymphocytic thyroiditis.
Image Enhancement Thyroiditis, Autoimmune Male Middle Aged Adolescent Image Interpretation, Computer-Assisted Observer Variation Ultrasonography Data Interpretation, Statistical Young Adult Adult Sensitivity and Specificity Reproducibility of Results Aged Aged, 80 and over Algorithms Female Humans Machine Learning
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Canonical variate regression.

Biostatistics (Oxford, England) Feb 9, 2016
In many fields, multi-view datasets, measuring multiple distinct but interrelated sets of characteristics on the same set of subjects, together with data on certain outcomes or phenotypes, are routinely collected. The objective in such a problem is o...
Algorithms Animals Mice Models, Statistical Humans Supervised Machine Learning Alcoholism Regression Analysis Data Interpretation, Statistical Body Weight
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A Sequence-Based Dynamic Ensemble Learning System for Protein Ligand-Binding Site Prediction.

IEEE/ACM transactions on computational biology and bioinformatics Dec 3, 2015
BACKGROUND: Proteins have the fundamental ability to selectively bind to other molecules and perform specific functions through such interactions, such as protein-ligand binding. Accurate prediction of protein residues that physically bind to ligands...
Machine Learning Algorithms Binding Sites Protein Interaction Mapping Sequence Analysis, Protein Molecular Docking Simulation Data Interpretation, Statistical Ligands Protein Binding Models, Chemical Pattern Recognition, Automated Proteins
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MapReduce Based Parallel Neural Networks in Enabling Large Scale Machine Learning.

Computational intelligence and neuroscience Nov 22, 2015
Artificial neural networks (ANNs) have been widely used in pattern recognition and classification applications. However, ANNs are notably slow in computation especially when the size of data is large. Nowadays, big data has received a momentum from b...
Data Interpretation, Statistical Neural Networks, Computer Neurons Machine Learning Algorithms
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One pass learning for generalized classifier neural network.

Neural networks : the official journal of the International Neural Network Society Oct 26, 2015
Generalized classifier neural network introduced as a kind of radial basis function neural network, uses gradient descent based optimized smoothing parameter value to provide efficient classification. However, optimization consumes quite a long time ...
Neural Networks, Computer Machine Learning Algorithms Reproducibility of Results Models, Statistical Data Interpretation, Statistical Normal Distribution
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A Guaranteed Similarity Metric Learning Framework for Biological Sequence Comparison.

IEEE/ACM transactions on computational biology and bioinformatics Oct 26, 2015
Similarity of sequences is a key mathematical notion for Classification and Phylogenetic studies in Biology. The distance and similarity between two sequence are very important and widely studied. During the last decades, Similarity(distance) metric ...
Sensitivity and Specificity Data Interpretation, Statistical Pattern Recognition, Automated Sequence Alignment Machine Learning Sequence Analysis Algorithms Reproducibility of Results
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Constructing general partial differential equations using polynomial and neural networks.

Neural networks : the official journal of the International Neural Network Society Oct 20, 2015
Sum fraction terms can approximate multi-variable functions on the basis of discrete observations, replacing a partial differential equation definition with polynomial elementary data relation descriptions. Artificial neural networks commonly transfo...
Neural Networks, Computer Machine Learning Algorithms Computer Simulation Data Interpretation, Statistical Mathematics Weather Nonlinear Dynamics
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Predicting Drug-Target Interactions via Within-Score and Between-Score.

BioMed research international Oct 12, 2015
Network inference and local classification models have been shown to be useful in predicting newly potential drug-target interactions (DTIs) for assisting in drug discovery or drug repositioning. The idea is to represent drugs, targets, and their int...
Principal Component Analysis Data Interpretation, Statistical Drug Industry Artificial Intelligence Algorithms Models, Theoretical Drug Delivery Systems Humans Reproducibility of Results Drug Repositioning Drug Discovery
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