AIMC Topic: Computer Simulation

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AppraisalCloudPCT: A Computational Model of Emotions for Socially Interactive Robots for Autistic Rehabilitation.

Computational intelligence and neuroscience Mar 7, 2023
Computational models of emotions can not only improve the effectiveness and efficiency of human-robot interaction but also coordinate a robot to adapt to its environment better. When designing computational models of emotions for socially interactive...
Child Computer Simulation Emotions Communication Humans Robotics Autistic Disorder
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Computational design of clinical trials using a combination of simulation and the genetic algorithm.

CPT: pharmacometrics & systems pharmacology Mar 5, 2023
Artificial intelligence (AI) has come to be used in various technological fields in recent years. However, there have been no reports of AI-designed clinical trials. In this study, we tried to develop study designs by a genetic algorithm (GA), which ...
Humans Computer Simulation Child Artificial Intelligence Research Design
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Which data subset should be augmented for deep learning? a simulation study using urothelial cell carcinoma histopathology images.

BMC bioinformatics Mar 3, 2023
BACKGROUND: Applying deep learning to digital histopathology is hindered by the scarcity of manually annotated datasets. While data augmentation can ameliorate this obstacle, its methods are far from standardized. Our aim was to systematically explor...
Deep Learning Urinary Bladder Neoplasms Neural Networks, Computer Computer Simulation Carcinoma Humans
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Assessment of Natural Language Processing of Electronic Health Records to Measure Goals-of-Care Discussions as a Clinical Trial Outcome.

JAMA network open Mar 1, 2023
IMPORTANCE: Many clinical trial outcomes are documented in free-text electronic health records (EHRs), making manual data collection costly and infeasible at scale. Natural language processing (NLP) is a promising approach for measuring such outcomes...
Computer Simulation Electronic Health Records Humans Patient Care Planning Data Collection Clinical Trials as Topic Middle Aged Deep Learning Natural Language Processing Feasibility Studies Aged Male Female Hospitalization
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Basal ganglia network dynamics and function: Role of direct, indirect and hyper-direct pathways in action selection.

Network (Bristol, England) Mar 1, 2023
Basal ganglia (BG) are a widely recognized neural basis for action selection, but its decision-making mechanism is still a difficult problem for researchers. Therefore, we constructed a spiking neural network inspired by the BG anatomical data. Simul...
Neural Networks, Computer Computer Simulation Basal Ganglia
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An Intelligent Channel Estimation Algorithm Based on Extended Model for 5G-V2X.

Big data Feb 27, 2023
Car networking systems based on 5G-V2X (vehicle-to-everything) have high requirements for reliability and low-latency communication to further improve communication performance. In the V2X scenario, this article establishes an extended model (basic e...
Computer Simulation Reproducibility of Results Communication Neural Networks, Computer Algorithms
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Discovery of ANO1 Inhibitors based on Machine learning and molecule docking simulation approaches.

European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences Feb 24, 2023
Calcium-activated chloride channels (CaCCs) are chloride channels that are regulated according to intracellular calcium ion concentrations. The channel protein ANO1 is widely present in cells and is involved in physiological activities including cell...
Anoctamin-1 Molecular Docking Simulation Quantitative Structure-Activity Relationship Computer Simulation Machine Learning
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Increasing transparency in machine learning through bootstrap simulation and shapely additive explanations.

PloS one Feb 23, 2023
Machine learning methods are widely used within the medical field. However, the reliability and efficacy of these models is difficult to assess, making it difficult for researchers to identify which machine-learning model to apply to their dataset. W...
Machine Learning Algorithms Humans Neural Networks, Computer Computer Simulation Reproducibility of Results
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Modeling Production-Living-Ecological Space for Chengdu, China: An Analytical Framework Based on Machine Learning with Automatic Parameterization of Environmental Elements.

International journal of environmental research and public health Feb 22, 2023
Cities worldwide are facing the dual pressures of growing population and land expansion, leading to the intensification of conflicts in urban productive-living-ecological spaces (PLES). Therefore, the question of "how to dynamically judge the differe...
Conservation of Natural Resources Urbanization Urban Renewal China Cities Machine Learning Ecosystem Computer Simulation
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Attention-Based Graph Neural Network for Label Propagation in Single-Cell Omics.

Genes Feb 16, 2023
Single-cell data analysis has been at forefront of development in biology and medicine since sequencing data have been made available. An important challenge in single-cell data analysis is the identification of cell types. Several methods have been ...
Neural Networks, Computer Computer Simulation
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