AIMC Topic:
Computer Simulation

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Deep learning-based fetoscopic mosaicking for field-of-view expansion.

International journal of computer assisted radiology and surgery Aug 17, 2020
PURPOSE: Fetoscopic laser photocoagulation is a minimally invasive surgical procedure used to treat twin-to-twin transfusion syndrome (TTTS), which involves localization and ablation of abnormal vascular connections on the placenta to regulate the bl...
Fetofetal Transfusion Fetoscopy Laser Coagulation Deep Learning Placenta Phantoms, Imaging Pregnancy Female Humans Computer Simulation
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General Distributed Neural Control and Sensory Adaptation for Self-Organized Locomotion and Fast Adaptation to Damage of Walking Robots.

Frontiers in neural circuits Aug 17, 2020
Walking animals such as invertebrates can effectively perform self-organized and robust locomotion. They can also quickly adapt their gait to deal with injury or damage. Such a complex achievement is mainly performed via coordination between the legs...
Neuronal Plasticity Locomotion Robotics Neural Networks, Computer Central Pattern Generators Adaptation, Physiological Walking Computer Simulation
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Bubbly flow prediction with randomized neural cells artificial learning and fuzzy systems based on k-ε turbulence and Eulerian model data set.

Scientific reports Aug 14, 2020
Computing gas and liquid interactions based on interfacial force models require a proper turbulence model that accurately resolve the turbulent scales such as turbulence kinetic energy and turbulence dissipation rate with cheap computational resource...
Computer Simulation Models, Theoretical Fuzzy Logic Machine Learning Algorithms Hydrodynamics Datasets as Topic Gases Neural Networks, Computer Artificial Intelligence
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Adaptive balancing of exploration and exploitation around the edge of chaos in internal-chaos-based learning.

Neural networks : the official journal of the International Neural Network Society Aug 13, 2020
This paper addresses learning with exploration driven by chaotic internal dynamics of a neural network. Hoerzer et al. showed that a chaotic reservoir network (RN) can learn with exploration driven by external random noise and a sequential reward. In...
Computer Simulation Reward Neural Networks, Computer Nonlinear Dynamics Machine Learning
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Numerical simulation of deformed red blood cell by utilizing neural network approach and finite element analysis.

Computer methods in biomechanics and biomedical engineering Aug 10, 2020
In order to have research on the deformation characteristics and mechanical properties of human red blood cells (RBCs), finite element models of RBC optical tweezers stretching and atomic force microscope (AFM) indentation were established. Non-linea...
Humans Neural Networks, Computer Erythrocyte Deformability Erythrocytes Stress, Mechanical Elasticity Models, Biological Finite Element Analysis Algorithms Nonlinear Dynamics Numerical Analysis, Computer-Assisted Computer Simulation Microscopy, Atomic Force
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BMIVPOT, a Fully Automated Version of the Intravenous Pole: Simulation, Design, and Evaluation.

Journal of healthcare engineering Aug 10, 2020
Robotic intravenous poles are automated supportive instrument that needs to be triggered by patients to hold medications and needed supplies. Healthcare engineering of robotic intravenous poles is advancing in order to improve the quality of health s...
Equipment and Supplies, Hospital Therapy, Computer-Assisted Systems Integration Microcomputers Cost-Benefit Analysis Automation Reproducibility of Results Computer-Aided Design Humans User-Computer Interface Infusions, Intravenous Patient Safety Image Processing, Computer-Assisted Robotics Artificial Intelligence Computer Simulation Mobile Applications Equipment Design
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GANs for medical image analysis.

Artificial intelligence in medicine Aug 9, 2020
Generative adversarial networks (GANs) and their extensions have carved open many exciting ways to tackle well known and challenging medical image analysis problems such as medical image de-noising, reconstruction, segmentation, data simulation, dete...
Neural Networks, Computer Computer Simulation Image Processing, Computer-Assisted
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Hybrid Alchemical Free Energy/Machine-Learning Methodology for the Computation of Hydration Free Energies.

Journal of chemical information and modeling Aug 4, 2020
A methodology that combines alchemical free energy calculations (FEP) with machine learning (ML) has been developed to compute accurate absolute hydration free energies. The hybrid FEP/ML methodology was trained on a subset of the FreeSolv database a...
Retrospective Studies Machine Learning Computer Simulation Thermodynamics Entropy
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Agent-oriented Decision Support System for Business Processes Management with Genetic Algorithm Optimization: an Application in Healthcare.

Journal of medical systems Aug 2, 2020
Agent-based approaches have been known to be appropriate as systems and methods in medical administration in recent years. The increased attention to processes led to the recent growth of Business Process Management discipline, which quite exclusivel...
Artificial Intelligence Delivery of Health Care Computer Simulation Humans Systems Analysis
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Remaining Useful Life Estimation Using Deep Convolutional Generative Adversarial Networks Based on an Autoencoder Scheme.

Computational intelligence and neuroscience Aug 1, 2020
Accurate predictions of remaining useful life (RUL) of important components play a crucial role in system reliability, which is the basis of prognostics and health management (PHM). This paper proposed an integrated deep learning approach for RUL pre...
Humans Prognosis Deep Learning Computer Simulation Datasets as Topic
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