AIMC Topic: Algorithms

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Adaptive multi-view multi-label learning for identifying disease-associated candidate miRNAs.

PLoS computational biology Apr 1, 2019
Increasing evidence has indicated that microRNAs(miRNAs) play vital roles in various pathological processes and thus are closely related with many complex human diseases. The identification of potential disease-related miRNAs offers new opportunities...
MicroRNAs Models, Statistical Algorithms Biomarkers, Tumor Thyroid Neoplasms Computational Biology Models, Genetic Genetic Predisposition to Disease Genetic Association Studies Humans Machine Learning
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Validation of a Deep Learning Model to Screen for Glaucoma Using Images from Different Fundus Cameras and Data Augmentation.

Ophthalmology. Glaucoma Apr 1, 2019
PURPOSE: To validate a deep residual learning algorithm to diagnose glaucoma from fundus photography using different fundus cameras at different institutes.
Glaucoma ROC Curve Algorithms Fundus Oculi Female Optic Disk Aged Fluorescein Angiography Humans Cross-Sectional Studies Male Deep Learning
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Concurrent, Performance-Based Methodology for Increasing the Accuracy and Certainty of Short-Term Neural Prediction Systems.

Computational intelligence and neuroscience Apr 1, 2019
Accurate prediction of the short time series with highly irregular behavior is a challenging task found in many areas of modern science. Such data fluctuations are not systematic and hardly predictable. In recent years, artificial neural networks hav...
Uncertainty Forecasting Data Accuracy Humans Nonlinear Dynamics Neural Networks, Computer Algorithms
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Spatial Concept Learning: A Spiking Neural Network Implementation in Virtual and Physical Robots.

Computational intelligence and neuroscience Apr 1, 2019
This paper proposes an artificial spiking neural network (SNN) sustaining the cognitive abstract process of spatial concept learning, embedded in virtual and real robots. Based on an operant conditioning procedure, the robots learn the relationship o...
Humans Models, Neurological Neural Networks, Computer Neurons Learning Artificial Intelligence Concept Formation Neuronal Plasticity Algorithms
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A Novel Hardware Systolic Architecture of a Self-Organizing Map Neural Network.

Computational intelligence and neuroscience Apr 1, 2019
In this article, we propose to design a new modular architecture for a self-organizing map (SOM) neural network. The proposed approach, called systolic-SOM (SSOM), is based on the use of a generic model inspired by a systolic movement. This model is ...
Humans Neural Networks, Computer Computers Artificial Intelligence Image Processing, Computer-Assisted Algorithms Neurons
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A Transition Control Mechanism for Artificial Bee Colony (ABC) Algorithm.

Computational intelligence and neuroscience Apr 1, 2019
Artificial Bee Colony (ABC) algorithm inspired by the complex search and foraging behaviors of real honey bees is one of the most promising implementations of the Swarm Intelligence- (SI-) based optimization algorithms. Due to its robust and phase-di...
Bees Neural Networks, Computer Behavior, Animal Artificial Intelligence Algorithms Multimodal Imaging Animals Workflow Probability
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Simple Linear Support Vector Machine Classifier Can Distinguish Impaired Glucose Tolerance Versus Type 2 Diabetes Using a Reduced Set of CGM-Based Glycemic Variability Indices.

Journal of diabetes science and technology Mar 31, 2019
BACKGROUND: Many glycemic variability (GV) indices exist in the literature. In previous works, we demonstrated that a set of GV indices, extracted from continuous glucose monitoring (CGM) data, can distinguish between stages of diabetes progression. ...
Glycemic Control Health Status Indicators Blood Glucose Self-Monitoring Middle Aged Datasets as Topic Blood Glucose Glucose Intolerance Diabetes Mellitus, Type 2 Reproducibility of Results Predictive Value of Tests Humans Support Vector Machine Aged Data Interpretation, Statistical Adult Algorithms Diagnosis, Differential Male Female
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Automatic classification of ultrasound breast lesions using a deep convolutional neural network mimicking human decision-making.

European radiology Mar 29, 2019
OBJECTIVES: To evaluate a deep convolutional neural network (dCNN) for detection, highlighting, and classification of ultrasound (US) breast lesions mimicking human decision-making according to the Breast Imaging Reporting and Data System (BI-RADS).
Image Interpretation, Computer-Assisted Observer Variation Middle Aged ROC Curve Ultrasonography, Mammary Algorithms Retrospective Studies Clinical Decision-Making Adult Breast Neoplasms Female Aged Humans Neural Networks, Computer
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On-line prediction of ferrous ion concentration in goethite process based on self-adjusting structure RBF neural network.

Neural networks : the official journal of the International Neural Network Society Mar 29, 2019
Outlet ferrous ion concentration is an essential indicator to manipulate the goethite process in the zinc hydrometallurgy plant. However, it cannot be measured on-line, which leads to the delay of this feedback information. In this study, a self-adju...
Forecasting Feedback Minerals Iron Compounds Neurons Metallurgy Neural Networks, Computer Ferrous Compounds Algorithms
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Artificial Intelligence in Nuclear Cardiology.

Journal of nuclear medicine : official publication, Society of Nuclear Medicine Mar 29, 2019
Humans Artificial Intelligence Risk Assessment Deep Learning Image Processing, Computer-Assisted Multicenter Studies as Topic Machine Learning Algorithms Prognosis Cardiology Diagnostic Imaging Nuclear Medicine Tomography, Emission-Computed, Single-Photon Myocardial Perfusion Imaging
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