AIMC Topic:
Computer Simulation

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Emergency Department Capacity Planning: A Recurrent Neural Network and Simulation Approach.

Computational and mathematical methods in medicine Nov 15, 2019
Emergency departments (EDs) play a vital role in the whole healthcare system as they are the first point of care in hospitals for urgent and critically ill patients. Therefore, effective management of hospital's ED is crucial in improving the quality...
Algorithms Climate Humans Computer Simulation Neural Networks, Computer Hospital Administration Machine Learning Reproducibility of Results Emergency Treatment Length of Stay Bed Occupancy Time Factors Emergency Service, Hospital Turkey
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Machine learning for target discovery in drug development.

Current opinion in chemical biology Nov 14, 2019
The discovery of macromolecular targets for bioactive agents is currently a bottleneck for the informed design of chemical probes and drug leads. Typically, activity profiling against genetically manipulated cell lines or chemical proteomics is pursu...
Antineoplastic Agents Proteomics Drug Evaluation, Preclinical Sesquiterpenes Humans Machine Learning Computer Simulation Naphthoquinones Pentacyclic Triterpenes Receptors, Cannabinoid Sesquiterpenes, Guaiane Molecular Targeted Therapy Transient Receptor Potential Channels Lipoxygenase
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A machine learning method correlating pulse pressure wave data with pregnancy.

International journal for numerical methods in biomedical engineering Nov 10, 2019
Pulse feeling , representing the tactile arterial palpation of the heartbeat, has been widely used in traditional Chinese medicine (TCM) to diagnose various diseases. The quantitative relationship between the pulse wave and health conditions however ...
Blood Pressure Area Under Curve Pulse Machine Learning Computer Simulation ROC Curve Humans Pregnancy Logistic Models Female Reproducibility of Results
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Skin cancer diagnosis based on optimized convolutional neural network.

Artificial intelligence in medicine Nov 8, 2019
Early detection of skin cancer is very important and can prevent some skin cancers, such as focal cell carcinoma and melanoma. Although there are several reasons that have bad impacts on the detection precision. Recently, the utilization of image pro...
Predatory Behavior Whales Humans Neural Networks, Computer Image Processing, Computer-Assisted Skin Neoplasms Carcinoma Animals Early Diagnosis Diagnosis, Computer-Assisted Algorithms Computer Simulation Databases, Factual Melanoma
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Compositional model based on factorial evolution for realizing multi-task learning in bacterial virulent protein prediction.

Artificial intelligence in medicine Nov 7, 2019
The ability of multitask learning promulgated its sovereignty in the machine learning field with the diversified application including but not limited to bioinformatics and pattern recognition. Bioinformatics provides a wide range of applications for...
Machine Learning Bacterial Proteins Virulence Algorithms Computer Simulation
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The effect of climate change on cholera disease: The road ahead using artificial neural network.

PloS one Nov 6, 2019
Climate change has been described to raise outbreaks of water-born infectious diseases and increases public health concerns. This study aimed at finding out these impacts on cholera infections by using Artificial Neural Networks (ANNs) from 2021 to 2...
Cholera Humans Seasons Iran Climate Change Neural Networks, Computer Geography Computer Simulation Time Factors
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Toward Predicting Intermetallics Surface Properties with High-Throughput DFT and Convolutional Neural Networks.

Journal of chemical information and modeling Nov 5, 2019
The surface energy of inorganic crystals is important in understanding experimentally relevant surface properties and designing materials for many applications. Predictive methods and data sets exist for surface energies of monometallic crystals. How...
Neural Networks, Computer Computer Simulation Surface Properties Density Functional Theory Crystallization Alloys Thermodynamics Gold Models, Chemical Titanium Models, Molecular
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Modeling of Brain-Like Concept Coding with Adulthood Neurogenesis in the Dentate Gyrus.

Computational intelligence and neuroscience Nov 3, 2019
Mammalian brains respond to new concepts via a type of neural coding termed "concept coding." During concept coding, the dentate gyrus (DG) plays a vital role in pattern separation and pattern integration of concepts because it is a brain region with...
Action Potentials Neurons Concept Formation Association Neurogenesis Animals Humans Dentate Gyrus Neuronal Plasticity Neural Networks, Computer Computer Simulation Models, Neurological
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Multistability of switched neural networks with sigmoidal activation functions under state-dependent switching.

Neural networks : the official journal of the International Neural Network Society Nov 2, 2019
This paper presents theoretical results on the multistability of switched neural networks with commonly used sigmoidal activation functions under state-dependent switching. The multistability analysis with such an activation function is difficult bec...
Time Factors Neural Networks, Computer Linear Models Neurons Algorithms Computer Simulation
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Integrative Deep Learning for Identifying Differentially Expressed (DE) Biomarkers.

Computational and mathematical methods in medicine Nov 2, 2019
As a large amount of genetic data are accumulated, an effective analytical method and a significant interpretation are required. Recently, various methods of machine learning have emerged to process genetic data. In addition, machine learning analysi...
Female Algorithms Support Vector Machine Breast Neoplasms Humans Regression Analysis Biomarkers Deep Learning Gene Expression Profiling Neural Networks, Computer Computer Simulation Genomics Software
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