AIMC Topic: Computer Simulation

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A neurodynamic approach for nonsmooth optimal power consumption of intelligent and connected vehicles.

Neural networks : the official journal of the International Neural Network Society Feb 15, 2023
This paper investigates a class of power consumption minimization and equalization for intelligent and connected vehicles cooperative system. Accordingly, a distributed optimization problem model related to power consumption and data rate of intellig...
Consensus Intelligence Algorithms Neural Networks, Computer Computer Simulation
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Advanced-stage tongue squamous cell carcinoma: a machine learning model for risk stratification and treatment planning.

Acta oto-laryngologica Feb 15, 2023
BACKGROUND: A significant number of tongue squamous cell carcinoma (TSCC) patients are diagnosed at late stage.
Carcinoma, Squamous Cell Tongue Risk Assessment Chemoradiotherapy Databases, Factual Computer Simulation Humans Machine Learning Tongue Neoplasms United States SEER Program Neoplasm Staging
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Neural-Network-Based Immune Optimization Regulation Using Adaptive Dynamic Programming.

IEEE transactions on cybernetics Feb 15, 2023
This article investigates optimal regulation scheme between tumor and immune cells based on the adaptive dynamic programming (ADP) approach. The therapeutic goal is to inhibit the growth of tumor cells to allowable injury degree and maximize the numb...
Neural Networks, Computer Models, Theoretical Nonlinear Dynamics Computer Simulation Feedback
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APLUS: A Python library for usefulness simulations of machine learning models in healthcare.

Journal of biomedical informatics Feb 13, 2023
Despite the creation of thousands of machine learning (ML) models, the promise of improving patient care with ML remains largely unrealized. Adoption into clinical practice is lagging, in large part due to disconnects between how ML practitioners eva...
Delivery of Health Care Computer Simulation Language Workflow Humans Machine Learning
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Neural network-based optimization of sub-diffuse reflectance spectroscopy for improved parameter prediction and efficient data collection.

Journal of biophotonics Feb 11, 2023
In this study, a general and systematical investigation of sub-diffuse reflectance spectroscopy is implemented. A Gegenbauer-kernel phase function-based Monte Carlo is adopted to describe photon transport more efficiently. To improve the computationa...
Computer Simulation Spectrum Analysis Neural Networks, Computer Algorithms Scattering, Radiation
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Adaptive fuzzy control of drug delivery in cancer treatment using combination of chemotherapy and antiangiogenic therapy.

Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine Feb 11, 2023
This paper introduces the adaptive fuzzy control scheme as a promising control technique for cancer treatment from a theoretical point of view. A mathematical model describing the dynamics of tumor growth under the drug interventions of chemotherapy ...
Fuzzy Logic Endothelial Cells Neoplasms Models, Theoretical Humans Computer Simulation
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A machine learning strategy with clustering under sampling of majority instances for predicting drug target interactions.

Molecular informatics Feb 10, 2023
Drug Target Interactions (DTIs) are crucial in drug discovery as it reduces the range of candidate searches, speeding up the drug screening process. Considering in vitro and in vivo experimentations are time and cost-expensive, there has been a surge...
Molecular Structure Cluster Analysis Proteins Machine Learning Computer Simulation
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Video gaming improves robotic surgery simulator success: a multi-clinic study on robotic skills.

Journal of robotic surgery Feb 8, 2023
We aimed to investigate the effects of video game habits, duration of experience, and training in different surgical clinics on the success of robotic surgery simulators. In this prospective, observational, comparative, and multi-clinical study, all ...
Robotics Laparoscopy Robotic Surgical Procedures Video Games Child Mobile Applications Computer Simulation Clinical Competence Humans Prospective Studies
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Fostering discoveries in the era of exascale computing: How the next generation of supercomputers empowers computational and experimental biophysics alike.

Biophysical journal Feb 3, 2023
Over a century ago, physicists started broadly relying on theoretical models to guide new experiments. Soon thereafter, chemists began doing the same. Now, biological research enters a new era when experiment and theory walk hand in hand. Novel softw...
Software Computers Artificial Intelligence Computer Simulation Computing Methodologies
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Simulation-based inference for non-parametric statistical comparison of biomolecule dynamics.

PLoS computational biology Feb 2, 2023
Numerous models have been developed to account for the complex properties of the random walks of biomolecules. However, when analysing experimental data, conditions are rarely met to ensure model identification. The dynamics may simultaneously be inf...
Proteins Motion Neural Networks, Computer Computer Simulation
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