AIMC Topic: Computer Simulation

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Model-Free Machine Learning in Biomedicine: Feasibility Study in Type 1 Diabetes.

PloS one Jul 21, 2016
Although reinforcement learning (RL) is suitable for highly uncertain systems, the applicability of this class of algorithms to medical treatment may be limited by the patient variability which dictates individualised tuning for their usually multipl...
Child Diabetes Mellitus, Type 1 Hyperglycemia Feasibility Studies Insulin Cohort Studies Time Factors Biomedical Research Adolescent Blood Glucose Machine Learning Algorithms Computer Simulation Humans Adult
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In Silico Calculation of Infinite Dilution Activity Coefficients of Molecular Solutes in Ionic Liquids: Critical Review of Current Methods and New Models Based on Three Machine Learning Algorithms.

Journal of chemical information and modeling Jul 20, 2016
The aim of the paper is to address all the disadvantages of currently available models for calculating infinite dilution activity coefficients (γ(∞)) of molecular solutes in ionic liquids (ILs)-a relevant property from the point of view of many appli...
Neural Networks, Computer Machine Learning Ionic Liquids Linear Models Computer Simulation Molecular Conformation Support Vector Machine Solutions Models, Molecular
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Does assisted driving behavior lead to safety-critical encounters with unequipped vehicles' drivers?

Accident; analysis and prevention Jul 18, 2016
With Intelligent Transport Systems (e.g., traffic light assistance systems) assisted drivers are able to show driving behavior in anticipation of upcoming traffic situations. In the years to come, the penetration rate of such systems will be low. The...
Humans Artificial Intelligence Computer Simulation Deceleration Decision Making Adult Accidents, Traffic Female Male Automation Safety Aged Middle Aged Automobile Driving Protective Devices Probability Young Adult
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Round Randomized Learning Vector Quantization for Brain Tumor Imaging.

Computational and mathematical methods in medicine Jul 18, 2016
Brain magnetic resonance imaging (MRI) classification into normal and abnormal is a critical and challenging task. Owing to that, several medical imaging classification techniques have been devised in which Learning Vector Quantization (LVQ) is among...
Brain Neoplasms Diagnosis, Computer-Assisted Image Processing, Computer-Assisted Nonlinear Dynamics Problem Solving Algorithms Magnetic Resonance Imaging Computer Simulation Models, Statistical Humans Reproducibility of Results Neural Networks, Computer Machine Learning
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Prediction of selective estrogen receptor beta agonist using open data and machine learning approach.

Drug design, development and therapy Jul 18, 2016
BACKGROUND: Estrogen receptors (ERs) are nuclear transcription factors that are involved in the regulation of many complex physiological processes in humans. ERs have been validated as important drug targets for the treatment of various diseases, inc...
Computer Simulation Drug Discovery Humans Estrogen Receptor beta Quantitative Structure-Activity Relationship Machine Learning Open Access Publishing Databases, Factual
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Non-reward neural mechanisms in the orbitofrontal cortex.

Cortex; a journal devoted to the study of the nervous system and behavior Jul 15, 2016
Single neurons in the primate orbitofrontal cortex respond when an expected reward is not obtained, and behaviour must change. The human lateral orbitofrontal cortex is activated when non-reward, or loss occurs. The neuronal computation of this negat...
Reward Nerve Net Emotions Action Potentials Neurons Computer Simulation Prefrontal Cortex Humans Neural Networks, Computer
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Audiovisual integration in hemianopia: A neurocomputational account based on cortico-collicular interaction.

Neuropsychologia Jul 15, 2016
Hemianopic patients retain some abilities to integrate audiovisual stimuli in the blind hemifield, showing both modulation of visual perception by auditory stimuli and modulation of auditory perception by visual stimuli. Indeed, conscious detection o...
Neural Networks, Computer Computer Simulation Humans Auditory Perception Hemianopsia Superior Colliculi Cerebral Cortex Neural Pathways Models, Neurological Visual Perception Neurons Synapses
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Artificial neural networks to predict 3D spinal posture in reaching and lifting activities; Applications in biomechanical models.

Journal of biomechanics Jul 15, 2016
Spinal posture is a crucial input in biomechanical models and an essential factor in ergonomics investigations to evaluate risk of low back injury. In vivo measurement of spinal posture through the common motion capture techniques is limited to equip...
Imaging, Three-Dimensional Posture Spine Biomechanical Phenomena Male User-Computer Interface Back Injuries Models, Anatomic Weight-Bearing Lifting Computer Simulation Young Adult Humans Neural Networks, Computer
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Event-triggered H∞ filter design for delayed neural network with quantization.

Neural networks : the official journal of the International Neural Network Society Jul 11, 2016
This paper is concerned with H∞ filter design for a class of neural network systems with event-triggered communication scheme and quantization. Firstly, a new event-triggered communication scheme is introduced to determine whether or not the current ...
Algorithms Computer Simulation Time Factors Neural Networks, Computer
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Complex Neural Network Models for Time-Varying Drazin Inverse.

Neural computation Jul 8, 2016
Two complex Zhang neural network (ZNN) models for computing the Drazin inverse of arbitrary time-varying complex square matrix are presented. The design of these neural networks is based on corresponding matrix-valued error functions arising from the...
Computer Simulation Neural Networks, Computer Algorithms
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