AIMC Topic: Wavelet Analysis

Clear Filters Showing 1 to 10 of 371 articles

Advancing EEG based stress detection using spiking neural networks and convolutional spiking neural networks.

Scientific reports Jul 19, 2025
Accurate and efficient analysis of Electroencephalogram (EEG) signals is crucial for applications like neurological diagnosis and Brain-Computer Interfaces (BCI). Traditional methods often fall short in capturing the intricate temporal dynamics inher...
Brain-Computer Interfaces Wavelet Analysis Neural Networks, Computer Machine Learning Algorithms Deep Learning Electroencephalography Signal Processing, Computer-Assisted Humans
View on PubMed DOI

Enhancing breast cancer classification using a deep sparse wavelet autoencoder approach.

Scientific reports Jul 19, 2025
As digital imaging technology advances, accurate classification of 2D breast cancer images becomes increasingly crucial for early detection and staging. This paper introduces a novel classification approach that integrates deep learning, sparse codin...
Image Interpretation, Computer-Assisted Algorithms Humans Female Wavelet Analysis Deep Learning Autoencoder Breast Neoplasms Image Processing, Computer-Assisted Mammography
View on PubMed DOI

Frequency domain manipulation of multiple copy-move forgery in digital image forensics.

PloS one Jul 17, 2025
Copy move forgery is a type of image forgery in which a portion of the original image is copied and pasted in a new location on the same image. The consistent illumination and noise pattern make this kind of forgery more difficult to detect. In copy-...
Humans Algorithms Wavelet Analysis Deep Learning Forensic Sciences Image Processing, Computer-Assisted
View on PubMed DOI

Motor imagery EEG signal classification using novel deep learning algorithm.

Scientific reports Jul 8, 2025
Electroencephalography (EEG) signal classification plays a critical role in various biomedical and cognitive research applications, including neurological disorder detection and cognitive state monitoring. However, these technologies face challenges ...
Humans Algorithms Deep Learning Wavelet Analysis Imagination Electroencephalography Signal Processing, Computer-Assisted Brain-Computer Interfaces
View on PubMed DOI

Advanced multiscale machine learning for nerve conduction velocity analysis.

Scientific reports Jul 2, 2025
This paper presents an advanced machine learning (ML) framework for precise nerve conduction velocity (NCV) analysis, integrating multiscale signal processing with physiologically-constrained deep learning. Our approach addresses three fundamental li...
Signal Processing, Computer-Assisted Wavelet Analysis Neural Conduction Humans Neural Networks, Computer Machine Learning Female Male
View on PubMed DOI

Multiscale wavelet attention convolutional network for facial expression recognition.

Scientific reports Jul 1, 2025
Deep learning techniques, particularly Convolutional Neural Networks (CNNs), have been widely recognized as effective tools for facial expression recognition applications. The accuracy of facial expression recognition application requires further enh...
Automated Facial Recognition Facial Expression Wavelet Analysis Humans Neural Networks, Computer Deep Learning
View on PubMed DOI

An automatic classification of breast cancer using fuzzy scoring based ResNet CNN model.

Scientific reports Jul 1, 2025
The expansion rate of medical data during the past ten years has rapidly expanded due to the vast fields. The automated disease diagnosis system is proposed using a deep learning (DL) algorithm, which automates and helps speed up the process efficien...
Humans Wavelet Analysis Neural Networks, Computer Deep Learning Algorithms Image Processing, Computer-Assisted Machine Learning Fuzzy Logic Female Breast Neoplasms
View on PubMed DOI

Automated sleep staging model for older adults based on CWT and deep learning.

Scientific reports Jul 1, 2025
Sleep staging plays a crucial role in the diagnosis and treatment of sleep disorders. Traditional sleep staging requires manual classification by professional technicians based on the characteristic features of each sleep stage. This process is time-...
Sleep Stages Wavelet Analysis Humans Polysomnography Female Sleep Wake Disorders Aged Middle Aged Aged, 80 and over Deep Learning Male
View on PubMed DOI

Adaptive weighted dual MAML: Proposing a novel method for the automated diagnosis of partial sleep deprivation.

PloS one Jun 13, 2025
INTRODUCTION: Sleep disorders significantly disrupt normal sleep patterns and pose serious health risks. Traditional diagnostic methods, such as questionnaires and polysomnography, often require extensive time and are susceptible to errors. This high...
Wavelet Analysis Polysomnography Humans Sleep Deprivation Male Neural Networks, Computer Algorithms Electroencephalography Female Signal Processing, Computer-Assisted Adult
View on PubMed DOI

Automated depression detection via cloud based EEG analysis with transfer learning and synchrosqueezed wavelet transform.

Scientific reports May 23, 2025
Post-COVID-19, depression rates have risen sharply, increasing the need for early diagnosis using electroencephalogram (EEG) and deep learning. To tackle this, we developed a cloud-based computer-aided depression diagnostic (CCADD) system that utiliz...
Cloud Computing Adult Depression Male COVID-19 Electroencephalography Middle Aged Humans Depressive Disorder, Major Female Wavelet Analysis Neural Networks, Computer SARS-CoV-2 Diagnosis, Computer-Assisted Deep Learning
View on PubMed DOI
Popular Topics
Recent Journals