AIMC Topic: Particle Swarm Optimization

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Early breast cancer detection via infrared thermography using a CNN enhanced with particle swarm optimization.

Scientific reports Jul 13, 2025
Breast cancer remains the most prevalent cause of cancer-related mortality among women worldwide, with an estimated incidence exceeding 500,000 new cases annually. Timely diagnosis is vital for enhancing therapeutic outcomes and increasing survival p...
Female Breast Neoplasms Neural Networks, Computer Algorithms Infrared Rays Thermography Particle Swarm Optimization Image Processing, Computer-Assisted Early Detection of Cancer Humans
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Enhanced particle swarm optimization for feature selection in SVM-based Alzheimer's disease diagnosis.

Scientific reports Jul 7, 2025
Alzheimer's Disease (AD) is a progressive neurodegenerative disorder marked by neuronal loss, leading to cognitive and behavioral decline. With the aging global population, AD incidence and its socioeconomic burden are increasing. Developing effectiv...
Humans Female Aged Algorithms Brain Gray Matter White Matter Particle Swarm Optimization Magnetic Resonance Imaging Alzheimer Disease Male Support Vector Machine
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Particle swarm optimization-based NLP methods for optimizing automatic document classification and retrieval.

PloS one Jul 2, 2025
Text classification plays an essential role in natural language processing and is commonly used in tasks like categorizing news, sentiment analysis, and retrieving relevant information. [0pc][-9pc]Please check and confirm the inserted city and countr...
Particle Swarm Optimization Natural Language Processing Information Storage and Retrieval Humans Machine Learning Algorithms Deep Learning
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Classification of CT scan and X-ray dataset based on deep learning and particle swarm optimization.

PloS one Jan 27, 2025
In 2019, the novel coronavirus swept the world, exposing the monitoring and early warning problems of the medical system. Computer-aided diagnosis models based on deep learning have good universality and can well alleviate these problems. However, tr...
Coronavirus Infections Tomography, X-Ray Computed COVID-19 False Positive Reactions SARS-CoV-2 Algorithms Humans Lung ROC Curve Particle Swarm Optimization Betacoronavirus Pandemics Deep Learning Image Processing, Computer-Assisted Pneumonia, Viral
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A hybrid machine learning approach using particle swarm optimization for cardiac arrhythmia classification.

International journal of cardiology Aug 1, 2025
BACKGROUND: Precise and rapid identification of cardiac arrhythmias is paramount for delivering optimal patient care. Machine learning (ML) techniques hold significant promise for classifying arrhythmias, yet achieving peak performance often necessit...
Particle Swarm Optimization Electrocardiography Arrhythmias, Cardiac Machine Learning Humans Algorithms
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Myocardial Infarction Detection using Variational Mode Decomposition with Fuzzy Weight Particle Swarm Optimization and Depthwise Separable Convolutional Network.

Computers in biology and medicine Jul 1, 2025
The challenge of precisely recognizing myocardial infarction (MI) from electrocardiographic (ECG) readings stems from the complex nature of these signals.ECG data exhibit both nonlinear and non-stationary properties, making interpretation difficult. ...
Humans Neural Networks, Computer Algorithms Signal Processing, Computer-Assisted Particle Swarm Optimization Myocardial Infarction Male Electrocardiography Deep Learning Fuzzy Logic
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Hyperparameter Control Using Fuzzy Logic: Evolving Policies for Adaptive Fuzzy Particle Swarm Optimization Algorithm.

Evolutionary computation Jun 2, 2025
Heuristic optimization methods such as particle swarm optimization (PSO) depend on their parameters to achieve optimal performance on a given class of problems. Some modifications of heuristic algorithms aim at adapting those parameters during the op...
Fuzzy Logic Particle Swarm Optimization Computer Simulation Feedback Algorithms
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