AIMC Topic: Multilayer Perceptrons

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The combined multilayer perceptron and logistic regression (MLP-LR) method better predicted the spread of Hyphantria cunea (Lepidoptera: Erebidae).

Journal of economic entomology Jun 13, 2025
Hyphantria cunea (Lepidoptera: Erebidae) is one of the pests that pose a serious threat to forest and agronomic crops in China. Its spread is influenced by various factors, including environmental factors and anthropogenic factors, and the available ...
China Logistic Models Animals Insect Control Multilayer Perceptrons Moths Animal Distribution Neural Networks, Computer
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SSA-sMLP: A venous thromboembolism risk prediction model using separable self-attention and spatial-shift multilayer perceptrons.

Thrombosis research Jun 1, 2025
Accurate risk assessment of Venous Thromboembolism (VTE) holds significant value for clinical decision-making. However, traditional scoring systems relying on linear assumptions and expert experience, along with machine learning models constrained by...
Risk Assessment Multilayer Perceptrons Neural Networks, Computer Venous Thromboembolism Risk Factors Humans
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Dual level dengue diagnosis using lightweight multilayer perceptron with XAI in fog computing environment and rule based inference.

Scientific reports May 13, 2025
Over the last fifty years, arboviral infections have made an unparalleled contribution to worldwide disability and morbidity. Globalization, population growth, and unplanned urbanization are the main causes. Dengue is regarded as the most significant...
Machine Learning Algorithms Neural Networks, Computer Humans Dengue Multilayer Perceptrons Dengue Virus Cloud Computing Deep Learning
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Risk evaluation and incidence prediction of endolymphatic hydrops using multilayer perceptron in patients with audiovestibular symptoms.

Medicine Mar 14, 2025
Endolymphatic hydrops (EH) has been visualized on magnetic resonance imaging (MRI) in patients with various inner ear diseases. The purpose of this study was to evaluate the prevalence and risk factors of significant EH on inner ear MRI in patients w...
Endolymphatic Hydrops Multilayer Perceptrons Ear, Inner Incidence Sex Factors Magnetic Resonance Imaging Prevalence Adolescent Risk Assessment Humans Retrospective Studies Neural Networks, Computer Adult Young Adult Middle Aged Male Risk Factors Aged Female
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Label-Free Classification of L-Histidine Vs Artificial Human Sweat Using Laser Scribed Electrodes and a Multi-Layer Perceptron Neural Network.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
A challenge in wearable technology lies in the realtime monitoring of molecular biomarkers associated with human health. Electrochemical sensors are one of the most useful tools for this purpose and are commonly used in health monitoring devices. Ele...
Histidine Neural Networks, Computer Multilayer Perceptrons Algorithms Sweat Humans Electrodes Lasers Electrochemical Techniques Biosensing Techniques
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