AIMC Topic: Wavelet Analysis

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PLMACPred prediction of anticancer peptides based on protein language model and wavelet denoising transformation.

Scientific reports Jul 23, 2024
Anticancer peptides (ACPs) perform a promising role in discovering anti-cancer drugs. The growing research on ACPs as therapeutic agent is increasing due to its minimal side effects. However, identifying novel ACPs using wet-lab experiments are gener...
Humans Machine Learning Computational Biology Databases, Protein Wavelet Analysis Algorithms Peptides Antineoplastic Agents
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Feature extraction method of EEG based on wavelet packet reconstruction and deep learning model of VR motion sickness feature classification and prediction.

PloS one Jul 19, 2024
The surging popularity of virtual reality (VR) technology raises concerns about VR-induced motion sickness, linked to discomfort and nausea in simulated environments. Our method involves in-depth analysis of EEG data and user feedback to train a soph...
Deep Learning Virtual Reality Electroencephalography Wavelet Analysis Motion Sickness Humans Young Adult Female Adult Male
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Effects of precise cardio sounds on the success rate of phonocardiography.

PloS one Jul 15, 2024
This work investigates whether inclusion of the low-frequency components of heart sounds can increase the accuracy, sensitivity and specificity of diagnosis of cardiovascular disorders. We standardized the measurement method to minimize changes in si...
Adult Male Cardiovascular Diseases Neural Networks, Computer Humans Deep Learning Heart Sounds Female Signal Processing, Computer-Assisted Phonocardiography Wavelet Analysis
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Seizure Detection of EEG Signals Based on Multi-Channel Long- and Short-Term Memory-Like Spiking Neural Model.

International journal of neural systems Jul 13, 2024
Seizure is a common neurological disorder that usually manifests itself in recurring seizure, and these seizures can have a serious impact on a person's life and health. Therefore, early detection and diagnosis of seizure is crucial. In order to impr...
Seizures Sensitivity and Specificity Memory, Long-Term Humans Memory, Short-Term Models, Neurological Neural Networks, Computer Wavelet Analysis Electroencephalography
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Deep demosaicking convolution neural network and quantum wavelet transform-based image denoising.

Network (Bristol, England) Jul 11, 2024
Demosaicking is a popular scientific area that is being explored by a vast number of scientists. Current digital imaging technologies capture colour images with a single monochrome sensor. In addition, the colour images were captured using a sensor c...
Humans Image Processing, Computer-Assisted Signal-To-Noise Ratio Wavelet Analysis Neural Networks, Computer Algorithms Deep Learning
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Certain investigation on hybrid neural network method for classification of ECG signal with the suitable a FIR filter.

Scientific reports Jul 2, 2024
The Electrocardiogram (ECG) records are crucial for predicting heart diseases and evaluating patient's health conditions. ECG signals provide essential peak values that reflect reliable health information. Analyzing ECG signals is a fundamental techn...
Signal Processing, Computer-Assisted Wavelet Analysis Machine Learning Algorithms Electrocardiography Humans Neural Networks, Computer
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Wavelet Transform, Reconstructed Phase Space, and Deep Learning Neural Networks for EEG-Based Schizophrenia Detection.

International journal of neural systems Jun 28, 2024
This study proposes an innovative expert system that uses exclusively EEG signals to diagnose schizophrenia in its early stages. For diagnosing psychiatric/neurological disorders, electroencephalogram (EEG) testing is considered a financially viable,...
Electroencephalography Signal Processing, Computer-Assisted Schizophrenia Wavelet Analysis Reproducibility of Results Adult Deep Learning Neural Networks, Computer Algorithms Humans
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Tongue image fusion and analysis of thermal and visible images in diabetes mellitus using machine learning techniques.

Scientific reports Jun 24, 2024
The study aimed to achieve the following objectives: (1) to perform the fusion of thermal and visible tongue images with various fusion rules of discrete wavelet transform (DWT) to classify diabetes and normal subjects; (2) to obtain the statistical ...
Blood Glucose Humans Image Processing, Computer-Assisted Machine Learning Diabetes Mellitus Support Vector Machine Adult Algorithms Tongue Male Female Wavelet Analysis Middle Aged
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Analysis of medical images super-resolution via a wavelet pyramid recursive neural network constrained by wavelet energy entropy.

Neural networks : the official journal of the International Neural Network Society Jun 12, 2024
Recently, multi-resolution pyramid-based techniques have emerged as the prevailing research approach for image super-resolution. However, these methods typically rely on a single mode of information transmission between levels. In our approach, a wav...
Entropy Algorithms Image Processing, Computer-Assisted Wavelet Analysis Humans Neural Networks, Computer
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Continuous wavelet transform and integration of discrete wavelet transform with principal component analysis and fuzzy inference system for the simultaneous determination of ethinyl estradiol and drospirenone in combined oral contraceptives.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Jun 3, 2024
In this study, the spectrophotometric method integrated with continuous wavelet transform (CWT) and coupled discrete wavelet transform (DWT) with fuzzy inference system (FIS) was developed for the simultaneous determination of ethinyl estradiol (EE) ...
Contraceptives, Oral, Combined Androstenes Ethinyl Estradiol Humans Fuzzy Logic Principal Component Analysis Limit of Detection Wavelet Analysis
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