AIMC Topic:
Computer Simulation

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Extremely large sweep amplitude enables high wing loading in giant hovering insects.

Bioinspiration & biomimetics Sep 13, 2019
Beetle Allomyrina dichotoma is one of the largest insects that performs many remarkable modes of locomotion, particularly hovering flight capability. In order to stay airborne, its flexible hindwings are flapped so as to work as a thrust generator. H...
Coleoptera Flight, Animal Wings, Animal Equipment Design Models, Biological Insecta Computer Simulation Biomechanical Phenomena Animals Robotics
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Evaluation of multiple prediction models: A novel view on model selection and performance assessment.

Statistical methods in medical research Sep 12, 2019
Model selection and performance assessment for prediction models are important tasks in machine learning, e.g. for the development of medical diagnosis or prognosis rules based on complex data. A common approach is to select the best model via cross-...
Computer Simulation Prognosis Machine Learning Algorithms
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Detecting substance-related problems in narrative investigation summaries of child abuse and neglect using text mining and machine learning.

Child abuse & neglect Sep 12, 2019
BACKGROUND: State child welfare agencies collect, store, and manage vast amounts of data. However, they often do not have the right data, or the data is problematic or difficult to inform strategies to improve services and system processes. Considera...
Data Mining Child Abuse Child Welfare Child Protective Services Child Narration Feasibility Studies Mental Disorders Computer Simulation Humans Machine Learning Algorithms
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Visual Evoked Response Modulation Occurs in a Complementary Manner Under Dynamic Circuit Framework.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Sep 12, 2019
The steady-state visual-evoked potential (SSVEP) induced by the periodic visual stimulus plays an important role in vision research. An increasing number of studies use the SSVEP to manipulate intrinsic oscillation and further regulate test performan...
Humans Computer Simulation Photic Stimulation Brain-Computer Interfaces Female Male Neural Networks, Computer Visual Cortex Adult Evoked Potentials, Visual Electroencephalography Algorithms Alpha Rhythm Cerebral Cortex
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A deep learning method for image-based subject-specific local SAR assessment.

Magnetic resonance in medicine Sep 4, 2019
PURPOSE: Local specific absorption rate (SAR) cannot be measured and is usually evaluated by offline numerical simulations using generic body models that of course will differ from the patient's anatomy. An additional safety margin is needed to inclu...
Humans Neural Networks, Computer Signal-To-Noise Ratio Male Algorithms Phantoms, Imaging Prostatic Neoplasms Deep Learning Prostate Image Processing, Computer-Assisted Magnetic Resonance Imaging Databases, Factual Healthy Volunteers Models, Statistical Computer Simulation Reproducibility of Results
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Prediction and Experimental Confirmation of Novel Peripheral Cannabinoid-1 Receptor Antagonists.

Journal of chemical information and modeling Sep 4, 2019
Small molecules targeting peripheral CB1 receptors have therapeutic potential in a variety of disorders including obesity-related, hormonal, and metabolic abnormalities, while avoiding the psychoactive effects in the central nervous system. We applie...
Ligands Small Molecule Libraries Receptor, Cannabinoid, CB1 Machine Learning Computer Simulation Computational Biology
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Multioutput Perturbation-Theory Machine Learning (PTML) Model of ChEMBL Data for Antiretroviral Compounds.

Molecular pharmaceutics Aug 30, 2019
Retroviral infections, such as HIV, are, until now, diseases with no cure. Medicine and pharmaceutical chemistry need and consider it a huge goal to define target proteins of new antiretroviral compounds. ChEMBL manages Big Data features with a compl...
Computer Simulation Models, Theoretical Humans Machine Learning Data Mining Anti-Retroviral Agents Neural Networks, Computer Databases, Factual Chemistry, Pharmaceutical
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Multicategory individualized treatment regime using outcome weighted learning.

Biometrics Aug 28, 2019
Individualized treatment regimes (ITRs) aim to recommend treatments based on patient-specific characteristics in order to maximize the expected clinical outcome. Outcome weighted learning approaches have been proposed for this optimization problem wi...
Models, Statistical Clinical Trials as Topic Risk Precision Medicine Machine Learning Treatment Outcome Humans Algorithms Computer Simulation
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Metabolic perceptrons for neural computing in biological systems.

Nature communications Aug 28, 2019
Synthetic biological circuits are promising tools for developing sophisticated systems for medical, industrial, and environmental applications. So far, circuit implementations commonly rely on gene expression regulation for information processing usi...
Metabolic Engineering Computer Simulation Neural Networks, Computer Escherichia coli Synthetic Biology
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Neural computational model GrowthEstimate: A model for studying living resources through digestive efficiency.

PloS one Aug 28, 2019
The neural computational model GrowthEstimate is introduced with focusing on new perspectives for the practical estimation of weight specific growth rate (SGR, % day-1). It is developed using recurrent neural networks of reservoir computing type, for...
Digestion Neural Networks, Computer Growth and Development Computer Simulation
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