AIMC Topic:
Computer Simulation

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Estimation of tumor parameters using neural networks for inverse bioheat problem.

Computer methods and programs in biomedicine Apr 9, 2021
BACKGROUND AND OBJECTIVE: Some types of cancer cause rapid cell growth, while others cause cells to grow and divide at a slower rate. Certain forms of cancer result in visible growths called tumors. This work proposes an inverse estimation of the siz...
Computer Simulation Breast Neoplasms Breast Humans Neural Networks, Computer
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Large-scale nonlinear Granger causality for inferring directed dependence from short multivariate time-series data.

Scientific reports Apr 9, 2021
A key challenge to gaining insight into complex systems is inferring nonlinear causal directional relations from observational time-series data. Specifically, estimating causal relationships between interacting components in large systems with only s...
Humans Machine Learning Software Models, Statistical Neurons Nerve Net Magnetic Resonance Imaging Causality Models, Neurological Brain Computer Simulation Computational Biology
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Artificial neural network model for predicting changes in ion channel conductance based on cardiac action potential shapes generated via simulation.

Scientific reports Apr 9, 2021
Many studies have revealed changes in specific protein channels due to physiological causes such as mutation and their effects on action potential duration changes. However, no studies have been conducted to predict the type of protein channel abnorm...
Cardiac Electrophysiology Neural Networks, Computer Machine Learning Myocytes, Cardiac Computer Simulation Ion Channels Single-Cell Analysis Ion Channel Gating Action Potentials Neurons
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A Deep Learning Approach for Table Tennis Forehand Stroke Evaluation System Using an IMU Sensor.

Computational intelligence and neuroscience Apr 9, 2021
Psychological and behavioral evidence suggests that home sports activity reduces negative moods and anxiety during lockdown days of COVID-19. Low-cost, nonintrusive, and privacy-preserving smart virtual-coach Table Tennis training assistance could he...
Tennis Aged Middle Aged Arm Deep Learning Biomechanical Phenomena Nonlinear Dynamics Humans Regression Analysis Motor Skills Male Computer Simulation Algorithms Learning Female
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RBF neural network based backstepping terminal sliding mode MPPT control technique for PV system.

PloS one Apr 8, 2021
The energy demand in the world has increased rapidly in the last few decades. This demand is arising the need for alternative energy resources. Solar energy is the most eminent energy resource which is completely free from pollution and fuel. However...
Neural Networks, Computer Algorithms Solar Energy Computer Simulation Sunlight Temperature Electric Power Supplies Equipment Design
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Ridge regression and its applications in genetic studies.

PloS one Apr 8, 2021
With the advancement of technology, analysis of large-scale data of gene expression is feasible and has become very popular in the era of machine learning. This paper develops an improved ridge approach for the genome regression modeling. When multic...
Regression Analysis Machine Learning Computer Simulation Models, Genetic
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Unbiased Recursive Partitioning Enables Robust and Reliable Outcome Prediction in Acute Spinal Cord Injury.

Journal of neurotrauma Apr 7, 2021
Neurological disorders usually present very heterogeneous recovery patterns. Nonetheless, accurate prediction of future clinical end-points and robust definition of homogeneous cohorts are necessary for scientific investigation and targeted care. For...
Recovery of Function Data Interpretation, Statistical Outcome Assessment, Health Care Computer Simulation Prognosis Reproducibility of Results Spinal Cord Injuries Humans Machine Learning Algorithms
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Likelihood approximation networks (LANs) for fast inference of simulation models in cognitive neuroscience.

eLife Apr 6, 2021
In cognitive neuroscience, computational modeling can formally adjudicate between theories and affords quantitative fits to behavioral/brain data. Pragmatically, however, the space of plausible generative models considered is dramatically limited by ...
Neural Pathways Likelihood Functions Models, Neurological Bayes Theorem Cognitive Neuroscience Humans Neural Networks, Computer Brain Computer Simulation Cognition
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Individualized embryo selection strategy developed by stacking machine learning model for better in vitro fertilization outcomes: an application study.

Reproductive biology and endocrinology : RB&E Apr 5, 2021
BACKGROUND: To minimize the rate of in vitro fertilization (IVF)- associated multiple-embryo gestation, significant efforts have been made. Previous studies related to machine learning in IVF mainly focused on selecting the top-quality embryos to imp...
Humans Prognosis Pregnancy Female Artificial Intelligence Machine Learning Computer Simulation Embryo, Mammalian Infertility Single Embryo Transfer Fertilization in Vitro Treatment Outcome Models, Statistical Adult Male Pregnancy Rate
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Bipartite Synchronization of Multiple Memristor-Based Neural Networks With Antagonistic Interactions.

IEEE transactions on neural networks and learning systems Apr 2, 2021
In this article, by introducing a signed graph to describe the coopetition interactions among network nodes, the mathematical model of multiple memristor-based neural networks (MMNNs) with antagonistic interactions is established. Since the cooperati...
Computer Simulation Neural Networks, Computer Models, Theoretical Algorithms Electronic Data Processing
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