AI Medical Compendium Journal:
Mathematical biosciences and engineering : MBE

Showing 61 to 70 of 288 articles

A neural network model for goat gait.

Mathematical biosciences and engineering : MBE Aug 21, 2024
In this paper, our main objective was to investigate the central pattern generator (CPG) neural network model for quadruped gait with time delay. First, we computed the normal form of the model on the center manifold, the bifurcation direction, and s...
Algorithms Computer Simulation Biomechanical Phenomena Animals Neural Networks, Computer Central Pattern Generators Walking Gait Goats
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GastroFuse-Net: an ensemble deep learning framework designed for gastrointestinal abnormality detection in endoscopic images.

Mathematical biosciences and engineering : MBE Aug 15, 2024
Convolutional Neural Networks (CNNs) have received substantial attention as a highly effective tool for analyzing medical images, notably in interpreting endoscopic images, due to their capacity to provide results equivalent to or exceeding those of ...
Gastrointestinal Tract Gastrointestinal Diseases Algorithms Endoscopy, Gastrointestinal Databases, Factual Humans Deep Learning Image Interpretation, Computer-Assisted Reproducibility of Results Neural Networks, Computer Image Processing, Computer-Assisted
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Refined matrix completion for spectrum estimation of heart rate variability.

Mathematical biosciences and engineering : MBE Aug 2, 2024
Heart rate variability (HRV) is an important metric in cardiovascular health monitoring. Spectral analysis of HRV provides essential insights into the functioning of the cardiac autonomic nervous system. However, data artefacts could degrade signal q...
Machine Learning Algorithms Reproducibility of Results Deep Learning Humans Heart Rate Models, Cardiovascular Uncertainty Autonomic Nervous System Electrocardiography Models, Statistical Signal Processing, Computer-Assisted
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Improved optimizer with deep learning model for emotion detection and classification.

Mathematical biosciences and engineering : MBE Jul 17, 2024
Facial emotion recognition (FER) is largely utilized to analyze human emotion in order to address the needs of many real-time applications such as computer-human interfaces, emotion detection, forensics, biometrics, and human-robot collaboration. Non...
Image Processing, Computer-Assisted Emotions Face Databases, Factual Reproducibility of Results Deep Learning Pattern Recognition, Automated Facial Expression Neural Networks, Computer Algorithms Humans
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Predicting the transmission trends of COVID-19: an interpretable machine learning approach based on daily, death, and imported cases.

Mathematical biosciences and engineering : MBE Jun 3, 2024
COVID-19 is caused by the SARS-CoV-2 virus, which has produced variants and increasing concerns about a potential resurgence since the pandemic outbreak in 2019. Predicting infectious disease outbreaks is crucial for effective prevention and control....
Algorithms SARS-CoV-2 Disease Outbreaks Support Vector Machine Machine Learning Humans Pandemics COVID-19
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Mutation prediction in the SARS-CoV-2 genome using attention-based neural machine translation.

Mathematical biosciences and engineering : MBE May 20, 2024
Severe acute respiratory syndrome coronavirus 2 (SARS‑CoV‑2) has been evolving rapidly after causing havoc worldwide in 2020. Since then, it has been very hard to contain the virus owing to its frequently mutating nature. Changes in its genome lead t...
Mutation Genome, Viral Viral Nonstructural Proteins COVID-19 Humans Algorithms Neural Networks, Computer SARS-CoV-2
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A prostate seed implantation robot system based on human-computer interactions: Augmented reality and voice control.

Mathematical biosciences and engineering : MBE May 15, 2024
The technology of robot-assisted prostate seed implantation has developed rapidly. However, during the process, there are some problems to be solved, such as non-intuitive visualization effects and complicated robot control. To improve the intelligen...
Humans Neural Networks, Computer Algorithms Imaging, Three-Dimensional Magnetic Resonance Imaging Reproducibility of Results Male Holography Voice Prostate Augmented Reality Robotics Brachytherapy Prostatic Neoplasms Robotic Surgical Procedures
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AttBiLFNet: A novel hybrid network for accurate and efficient arrhythmia detection in imbalanced ECG signals.

Mathematical biosciences and engineering : MBE May 10, 2024
Within the domain of cardiovascular diseases, arrhythmia is one of the leading anomalies causing sudden deaths. These anomalies, including arrhythmia, are detectable through the electrocardiogram, a pivotal component in the analysis of heart diseases...
Humans Signal Processing, Computer-Assisted Reproducibility of Results Arrhythmias, Cardiac Electrocardiography Neural Networks, Computer Algorithms
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EMG gesture signal analysis towards diagnosis of upper limb using dual-pathway convolutional neural network.

Mathematical biosciences and engineering : MBE Apr 24, 2024
This research introduces a novel dual-pathway convolutional neural network (DP-CNN) architecture tailored for robust performance in Log-Mel spectrogram image analysis derived from raw multichannel electromyography signals. The primary objective is to...
Adult Male Middle Aged Female Reproducibility of Results Neural Networks, Computer Humans Young Adult Amputees Algorithms Gestures Upper Extremity Signal Processing, Computer-Assisted Electromyography
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Arrhythmia classification based on multi-feature multi-path parallel deep convolutional neural networks and improved focal loss.

Mathematical biosciences and engineering : MBE Mar 22, 2024
Early diagnosis of abnormal electrocardiogram (ECG) signals can provide useful information for the prevention and detection of arrhythmia diseases. Due to the similarities in Normal beat (N) and Supraventricular Premature Beat (S) categories and imba...
Deep Learning Databases, Factual Humans Arrhythmias, Cardiac Electrocardiography Neural Networks, Computer Reproducibility of Results Signal Processing, Computer-Assisted Sensitivity and Specificity Algorithms
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