AIMC Topic: Humans

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Exo-Glove Poly II: A Polymer-Based Soft Wearable Robot for the Hand with a Tendon-Driven Actuation System.

Soft robotics Dec 18, 2018
This article presents Exo-Glove Poly (EGP) II, a soft wearable robot for the hand with a glove that is completely constructed of polymer materials and that operates through tendon-driven actuation for use in spinal cord injury (SCI). EGP II can resto...
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Exoskeleton Device Gloves, Protective Activities of Daily Living Spinal Cord Injuries Tendons Humans Wearable Electronic Devices Hand Strength Polymers Hand Robotics Equipment Design
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Similarity-based machine learning support vector machine predictor of drug-drug interactions with improved accuracies.

Journal of clinical pharmacy and therapeutics Dec 18, 2018
WHAT IS KNOWN AND OBJECTIVE: Drug-drug interactions (DDI) are frequent causes of adverse clinical drug reactions. Efforts have been directed at the early stage to achieve accurate identification of DDI for drug safety assessments, including the devel...
Humans Reproducibility of Results Support Vector Machine Drug Interactions Drug-Related Side Effects and Adverse Reactions Machine Learning Databases, Factual Computer Simulation Pharmacovigilance
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Deep learning in spiking neural networks.

Neural networks : the official journal of the International Neural Network Society Dec 18, 2018
In recent years, deep learning has revolutionized the field of machine learning, for computer vision in particular. In this approach, a deep (multilayer) artificial neural network (ANN) is trained, most often in a supervised manner using backpropagat...
Models, Neurological Algorithms Action Potentials Brain Humans Neurons Deep Learning Neural Networks, Computer Machine Learning
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Prenatal exposure to persistent organic pollutants in Northern Tanzania and their distribution between breast milk, maternal blood, placenta and cord blood.

Environmental research Dec 18, 2018
Human exposure to persistent organic pollutants (POPs) begins during pregnancy and may cause adverse health effects in the fetus or later in life. The present study aimed to assess prenatal POPs exposure to Tanzanian infants and evaluate the distribu...
Tanzania Family Humans Fetal Blood Maternal Exposure Milk, Human Polychlorinated Biphenyls Pregnancy Environmental Monitoring Kenya Female Prenatal Exposure Delayed Effects Placenta Infant Environmental Pollutants
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Response prediction of nonlinear hysteretic systems by deep neural networks.

Neural networks : the official journal of the International Neural Network Society Dec 18, 2018
Nonlinear hysteretic systems are common in many engineering problems. The maximum response estimation of a nonlinear hysteretic system under stochastic excitations is an important task for designing and maintaining such systems. Although a nonlinear ...
Forecasting Nonlinear Dynamics Humans Neural Networks, Computer
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Automated detection of erythema migrans and other confounding skin lesions via deep learning.

Computers in biology and medicine Dec 18, 2018
Lyme disease can lead to neurological, cardiac, and rheumatologic complications when untreated. Timely recognition of the erythema migrans rash of acute Lyme disease by patients and clinicians is crucial to early diagnosis and treatment. Our objectiv...
Humans Female Middle Aged Deep Learning Adult Male Erythema Chronicum Migrans ROC Curve Image Processing, Computer-Assisted Skin
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Quantitative analysis of desomorphine in blood and urine using solid phase extraction and gas chromatography-mass spectrometry.

Journal of chromatography. B, Analytical technologies in the biomedical and life sciences Dec 18, 2018
Desomorphine, a semi-synthetic opioid, is a component of the street drug Krokodil. Despite continued reports of Krokodil use, confirmation via toxicological testing remains scarce. The lack of confirmed desomorphine reports may be in part due to the ...
Substance Abuse Detection Forensic Toxicology Solid Phase Extraction Gas Chromatography-Mass Spectrometry Codeine Humans Limit of Detection Analgesics, Opioid
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A convolutional neural network Cascade for plantar pressure images registration.

Gait & posture Dec 18, 2018
BACKGROUND: Plantar pressure image (PPI) recorded in high spatial and temporal resolution is very useful in clinical gait analysis. For functional analysis of PPI, image registration is often performed to maximally correlate source image with a templ...
Image Processing, Computer-Assisted Pressure Foot Adult Male Adolescent Humans Female Neural Networks, Computer Young Adult Algorithms
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Spatiotemporal continuous estimates of PM concentrations in China, 2000-2016: A machine learning method with inputs from satellites, chemical transport model, and ground observations.

Environment international Dec 18, 2018
Ambient exposure to fine particulate matter (PM) is known to harm public health in China. Satellite remote sensing measurements of aerosol optical depth (AOD) were statistically associated with in-situ observations after 2013 to predict PM concentrat...
Risk Assessment Environmental Monitoring Satellite Communications Public Health Models, Statistical Models, Chemical China Humans Aerosols Air Pollutants Particulate Matter Machine Learning
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Classification of needle-EMG resting potentials by machine learning.

Muscle & nerve Dec 18, 2018
INTRODUCTION: The diagnostic importance of audio signal characteristics in needle electromyography (EMG) is well established. Given the recent advent of audio-sound identification by artificial intelligence, we hypothesized that the extraction of cha...
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Male Muscle, Skeletal Signal Processing, Computer-Assisted Humans Needles Machine Learning Female Fourier Analysis Evoked Potentials, Motor Electromyography Muscular Diseases Linear Models Rest
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