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A machine learning based approach to identify protected health information in Chinese clinical text.

International journal of medical informatics May 22, 2018
BACKGROUND: With the increasing application of electronic health records (EHRs) in the world, protecting private information in clinical text has drawn extensive attention from healthcare providers to researchers. De-identification, the process of id...
Confidentiality Privacy Computer Security Electronic Health Records China Natural Language Processing Software Algorithms Humans Machine Learning
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Estimating the refractive index of oxygenated and deoxygenated hemoglobin using genetic algorithm - support vector regression model.

Computer methods and programs in biomedicine May 21, 2018
BACKGROUND AND OBJECTIVES: The refractive index of hemoglobin plays important role in hematology due to its strong correlation with the pathophysiology of different diseases. Measurement of the real part of the refractive index remains a challenge du...
Models, Statistical Oxygen Hemoglobins Refractometry Algorithms Humans Reproducibility of Results Software Support Vector Machine
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Consistent prediction of GO protein localization.

Scientific reports May 17, 2018
The GO-Cellular Component (GO-CC) ontology provides a controlled vocabulary for the consistent description of the subcellular compartments or macromolecular complexes where proteins may act. Current machine learning-based methods used for the automat...
Solanum lycopersicum Saccharomyces cerevisiae Drosophila melanogaster Proteomics Proteins Databases, Protein Molecular Sequence Annotation Gene Ontology Arabidopsis Software Animals Computational Biology
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Querying archetype-based EHRs by search ontology-based XPath engineering.

Journal of biomedical semantics May 11, 2018
BACKGROUND: Legacy data and new structured data can be stored in a standardized format as XML-based EHRs on XML databases. Querying documents on these databases is crucial for answering research questions. Instead of using free text searches, that le...
Software Electronic Health Records Data Mining Biological Ontologies
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Neural network control of focal position during time-lapse microscopy of cells.

Scientific reports May 9, 2018
Live-cell microscopy is quickly becoming an indispensable technique for studying the dynamics of cellular processes. Maintaining the specimen in focus during image acquisition is crucial for high-throughput applications, especially for long experimen...
Microscopy Yeasts Software Time Factors Image Processing, Computer-Assisted Neural Networks, Computer
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RaptorX-Angle: real-value prediction of protein backbone dihedral angles through a hybrid method of clustering and deep learning.

BMC bioinformatics May 8, 2018
BACKGROUND: Protein dihedral angles provide a detailed description of protein local conformation. Predicted dihedral angles can be used to narrow down the conformational space of the whole polypeptide chain significantly, thus aiding protein tertiary...
Databases, Protein Amino Acids Costs and Cost Analysis Entropy Protein Structure, Tertiary Software Deep Learning Cluster Analysis Proteins
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Convolutional neural network-based classification system design with compressed wireless sensor network images.

PloS one May 8, 2018
With the introduction of various advanced deep learning algorithms, initiatives for image classification systems have transitioned over from traditional machine learning algorithms (e.g., SVM) to Convolutional Neural Networks (CNNs) using deep learni...
Animals Nesting Behavior Birds Biosensing Techniques Humans Machine Learning Environmental Monitoring Neural Networks, Computer Software Algorithms Data Collection Wireless Technology
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The Artificial Intelligence Ecosystem for the Radiological Sciences: Ideas to Clinical Practice.

Journal of the American College of Radiology : JACR May 5, 2018
Humans Image Processing, Computer-Assisted Radiology Quality Improvement Artificial Intelligence Software Algorithms
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Optimization of Deep Neural Networks Using SoCs with OpenCL.

Sensors (Basel, Switzerland) Apr 30, 2018
In the optimization of deep neural networks (DNNs) via evolutionary algorithms (EAs) and the implementation of the training necessary for the creation of the objective function, there is often a trade-off between efficiency and flexibility. Pure soft...
Algorithms Neural Networks, Computer Software
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Deconvolution of subcellular protrusion heterogeneity and the underlying actin regulator dynamics from live cell imaging.

Nature communications Apr 27, 2018
Cell protrusion is morphodynamically heterogeneous at the subcellular level. However, the mechanism of cell protrusion has been understood based on the ensemble average of actin regulator dynamics. Here, we establish a computational framework called ...
Humans Machine Learning Cell Movement Actin Cytoskeleton Indoles Models, Biological Vasodilator-Stimulated Phosphoprotein Cluster Analysis Intravital Microscopy Actins Phosphoproteins Cell Line Actin-Related Protein 2-3 Complex Cell Adhesion Molecules Software Microfilament Proteins Animals Potoroidae Cell Line, Tumor Pseudopodia
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