AIMC Topic: Random Allocation

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Completely Automated CNN Architecture Design Based on Blocks.

IEEE transactions on neural networks and learning systems Jun 20, 2019
The performance of convolutional neural networks (CNNs) highly relies on their architectures. In order to design a CNN with promising performance, extensive expertise in both CNNs and the investigated problem domain is required, which is not necessar...
Algorithms Databases, Factual Pattern Recognition, Automated Random Allocation Humans Neural Networks, Computer
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Instant White Rice with Pigmented Giant Embryonic Rice Improves Glucose Metabolism and Inhibits Oxidative Stress in High-Fat Diet-Fed Mice.

International journal for vitamin and nutrition research. Internationale Zeitschrift fur Vitamin- und Ernahrungsforschung. Journal international de vitaminologie et de nutrition May 24, 2019
The effects of instant cooked rice made from a combination of white rice and pigmented giant embryonic Keunnunjami rice, in comparison with those of instant regular white or brown rice and instant non-pigmented giant embryonic brown rice, on the gluc...
Antioxidants Mice, Inbred C57BL Liver Diet, High-Fat Blood Glucose Oryza Animals Oxidative Stress Random Allocation Male Mice
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Refining humane endpoints in mouse models of disease by systematic review and machine learning-based endpoint definition.

ALTEX Apr 18, 2019
Ideally, humane endpoints allow for early termination of experiments by minimizing an animal's discomfort, distress and pain, while ensuring that scientific objectives are reached. Yet, lack of commonly agreed methodology and heterogeneity of cut-off...
Body Temperature Ethical Review Mice, Inbred C57BL Mice, Knockout Systematic Reviews as Topic Stroke Body Weight Supervised Machine Learning Sepsis Animal Welfare Time Factors Random Allocation Mice Disease Models, Animal Animals Male Severity of Illness Index Female
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Regression convolutional neural network for improved simultaneous EMG control.

Journal of neural engineering Mar 8, 2019
OBJECTIVE: Deep learning models can learn representations of data that extract useful information in order to perform prediction without feature engineering. In this paper, an electromyography (EMG) control scheme with a regression convolutional neur...
Male Humans Regression Analysis Electromyography Motion Random Allocation Neural Networks, Computer Movement Machine Learning Female Adult
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Natural language processing and machine learning algorithm to identify brain MRI reports with acute ischemic stroke.

PloS one Feb 28, 2019
BACKGROUND AND PURPOSE: This project assessed performance of natural language processing (NLP) and machine learning (ML) algorithms for classification of brain MRI radiology reports into acute ischemic stroke (AIS) and non-AIS phenotypes.
Retrospective Studies Female Aged Adult Humans Brain Magnetic Resonance Imaging Decision Trees Natural Language Processing Image Interpretation, Computer-Assisted Male Middle Aged Case-Control Studies Support Vector Machine Random Allocation Brain Infarction
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How to make nonhumanoid mobile robots more likable: Employing kinesic courtesy cues to promote appreciation.

Applied ergonomics Feb 21, 2019
Service robots that mimic human social behavior can appear polite. We tested the social and behavioral efficacy and legibility of two kinesic courtesy cues on people's approval of a service robot. In a repeated-measures design, 29 volunteers were ran...
Middle Aged Robotics Female Humans Motion Young Adult Random Allocation Adult Cues Social Behavior Male Kinesics
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The pharmacokinetics and pharmacodynamics of intravenous hydromorphone in horses.

Veterinary anaesthesia and analgesia Nov 22, 2018
OBJECTIVE: Describe the pharmacokinetics and pharmacodynamics of intravenous hydromorphone in healthy horses.
Administration, Intravenous Hydromorphone Cross-Over Studies Animals Horses Male Random Allocation Single-Blind Method Female Analgesics, Opioid Temperature
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Antibacterial efficacy of handrubbing for 15 versus 30 seconds: EN 1500-based randomized experimental study with different loads of Staphylococcus aureus and Escherichia coli.

Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases Oct 26, 2018
OBJECTIVES: Compliance with the World Health Organization 'how to handrub' action is suboptimal. Simplifying the hand-hygiene action may improve practice. However, it is crucial to preserve antibacterial efficacy. We tested the non-inferiority of 15 ...
Cross-Over Studies Disinfectants Bacterial Load Random Allocation Alcohols Time Factors Hand Disinfection Humans Female Male Escherichia coli Staphylococcus aureus Hand
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Neurotoxicity of intraneural injection of bupivacaine liposome injectable suspension versus bupivacaine hydrochloride in a porcine model.

Veterinary anaesthesia and analgesia Oct 11, 2018
OBJECTIVE: To test whether neurotoxic effects of a bupivacaine liposome injectable suspension differ from those of a standard formulation of bupivacaine hydrochloride (HCl) after intraneural injection into the sciatic nerves in pigs.
Animals Male Swine Anesthetics, Local Bupivacaine Sciatic Nerve Injections Liposomes Prospective Studies Drug Compounding Female Random Allocation Models, Animal
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relSCAN - A system for extracting chemical-induced disease relation from biomedical literature.

Journal of biomedical informatics Oct 6, 2018
This paper proposes an effective and robust approach for Chemical-Induced Disease (CID) relation extraction from PubMed articles. The study was performed on the Chemical Disease Relation (CDR) task of BioCreative V track-3 corpus. The proposed system...
Regression Analysis Publications Data Mining Medical Informatics Machine Learning Random Allocation Humans Algorithms Disease Chemically-Induced Disorders Support Vector Machine Decision Making
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