AIMC Topic: Computer Simulation

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Unsupervised Segmentation of 5D Hyperpolarized Carbon-13 MRI Data Using a Fuzzy Markov Random Field Model.

IEEE transactions on medical imaging Sep 4, 2017
Hyperpolarized MRI with C-labelled compounds is an emerging clinical technique allowing in vivo metabolic processes to be characterized non-invasively. Accurate quantification of C data, both for clinical and research purposes, typically relies on th...
Computer Simulation Animals Rats Algorithms Models, Statistical Unsupervised Machine Learning Markov Chains Contrast Media Magnetic Resonance Imaging Fuzzy Logic Carbon Isotopes Image Interpretation, Computer-Assisted Neoplasms, Experimental Phantoms, Imaging
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Prediction of membrane fouling using artificial neural networks for wastewater treated by membrane bioreactor technologies: bottlenecks and possibilities.

Environmental science and pollution research international Sep 4, 2017
Membrane fouling is a major concern for the optimization of membrane bioreactor (MBR) technologies. Numerous studies have been led in the field of membrane fouling control in order to assess with precision the fouling mechanisms which affect membrane...
Water Purification Computer Simulation Bioreactors Filtration Membranes, Artificial Biofouling Neural Networks, Computer Wastewater
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Optimal pitching axis location of flapping wings for efficient hovering flight.

Bioinspiration & biomimetics Sep 1, 2017
Flapping wings can pitch passively about their pitching axes due to their flexibility, inertia, and aerodynamic loads. A shift in the pitching axis location can dynamically alter the aerodynamic loads, which in turn changes the passive pitching motio...
Animals Robotics Equipment Design Algorithms Computer Simulation Biomechanical Phenomena Aircraft Insecta Flight, Animal Models, Biological Biomimetics Aviation Wings, Animal
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Statistical complexity is maximized in a small-world brain.

PloS one Aug 29, 2017
In this paper, we study a network of Izhikevich neurons to explore what it means for a brain to be at the edge of chaos. To do so, we first constructed the phase diagram of a single Izhikevich excitatory neuron, and identified a small region of the p...
Algorithms Brain Computer Simulation Neural Networks, Computer Models, Neurological Neurons Nerve Net
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Data Mining for Biomedicine and Healthcare.

Journal of healthcare engineering Aug 20, 2017
Interdisciplinary Communication Diagnosis, Computer-Assisted Computer Simulation Humans China Regional Medical Programs Data Mining Artificial Intelligence Cognition Prognosis Medical Informatics Delivery of Health Care Health Occupations Health Care Costs
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A New Hybrid Model Using an Autoregressive Integrated Moving Average and a Generalized Regression Neural Network for the Incidence of Tuberculosis in Heng County, China.

The American journal of tropical medicine and hygiene Aug 18, 2017
It is a daunting task to eradicate tuberculosis completely in Heng County due to a large transient population, human immunodeficiency virus/tuberculosis coinfection, and latent infection. Thus, a high-precision forecasting model can be used for the p...
Models, Statistical Models, Biological Tuberculosis Humans China Incidence Neural Networks, Computer Computer Simulation
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Reinforcement learning-based control of drug dosing for cancer chemotherapy treatment.

Mathematical biosciences Aug 16, 2017
The increasing threat of cancer to human life and the improvement in survival rate of this disease due to effective treatment has promoted research in various related fields. This research has shaped clinical trials and emphasized the necessity to pr...
Humans Machine Learning Algorithms Computer Simulation Critical Illness Models, Biological Adult Drug Administration Schedule Pregnancy Neoplasms Female Antineoplastic Agents Aged
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Generic, scalable and decentralized fault detection for robot swarms.

PloS one Aug 14, 2017
Robot swarms are large-scale multirobot systems with decentralized control which means that each robot acts based only on local perception and on local coordination with neighboring robots. The decentralized approach to control confers number of pote...
Algorithms Computer Simulation Models, Theoretical Robotics
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Short-term prediction of solar energy in Saudi Arabia using automated-design fuzzy logic systems.

PloS one Aug 14, 2017
Solar energy is considered as one of the main sources for renewable energy in the near future. However, solar energy and other renewable energy sources have a drawback related to the difficulty in predicting their availability in the near future. Thi...
Solar Energy Saudi Arabia Models, Theoretical Fuzzy Logic Algorithms Computer Simulation
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Multi-Connection Pattern Analysis: Decoding the representational content of neural communication.

NeuroImage Aug 13, 2017
The lack of multivariate methods for decoding the representational content of interregional neural communication has left it difficult to know what information is represented in distributed brain circuit interactions. Here we present Multi-Connection...
Neural Pathways Nerve Net Brain Computer Simulation Humans Machine Learning Models, Neurological Algorithms Brain Mapping Pattern Recognition, Automated Magnetic Resonance Imaging
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