AIMC Topic: Convolutional Neural Networks

Clear Filters Showing 241 to 250 of 402 articles

Convolutional Neural Networks for the segmentation of hippocampal structures in postmortem MRI scans.

Journal of neuroscience methods Jan 2, 2025
BACKGROUND: The hippocampus plays a crucial role in memory and is one of the first structures affected by Alzheimer's disease. Postmortem MRI offers a way to quantify the alterations by measuring the atrophy of the inner structures of the hippocampus...
Postmortem Imaging Autopsy Hippocampus Neuroimaging Female Male Deep Learning Convolutional Neural Networks Image Processing, Computer-Assisted Humans Magnetic Resonance Imaging Neural Networks, Computer
View on PubMed DOI

Enhancing Recommender Systems through Imputation and Social-Aware Graph Convolutional Neural Network.

Neural networks : the official journal of the International Neural Network Society Dec 31, 2024
Recommendation systems are vital tools for helping users discover content that suits their interests. Collaborative filtering methods are one of the techniques employed for analyzing interactions between users and items, which are typically stored in...
Trust Humans Convolutional Neural Networks Neural Networks, Computer Algorithms
View on PubMed DOI

WALINET: A water and lipid identification convolutional neural network for nuisance signal removal in MR spectroscopic imaging.

Magnetic resonance in medicine Dec 31, 2024
PURPOSE: Proton magnetic resonance spectroscopic imaging ( -MRSI) provides noninvasive spectral-spatial mapping of metabolism. However, long-standing problems in whole-brain -MRSI are spectral overlap of metabolite peaks with large lipid signal fro...
Brain Female Adult Male Deep Learning Convolutional Neural Networks Humans Neural Networks, Computer Algorithms Water Image Processing, Computer-Assisted Lipids Magnetic Resonance Imaging Magnetic Resonance Spectroscopy Proton Magnetic Resonance Spectroscopy
View on PubMed DOI

Computerized classification method for significant coronary artery stenosis on whole-heart coronary MRA using 3D convolutional neural networks with attention mechanisms.

Radiological physics and technology Dec 31, 2024
This study aims to develop a computerized classification method for significant coronary artery stenosis on whole-heart coronary magnetic resonance angiography (WHCMRA) images using a 3D convolutional neural network (3D-CNN) with attention mechanisms...
Humans Neural Networks, Computer Female Heart Convolutional Neural Networks Magnetic Resonance Angiography Imaging, Three-Dimensional Coronary Stenosis Aged Coronary Angiography Male Middle Aged
View on PubMed DOI

Fluorescence images of skin lesions and automated diagnosis using convolutional neural networks.

Photodiagnosis and photodynamic therapy Dec 28, 2024
In recent years, interest in applying deep learning (DL) to medical diagnosis has rapidly increased, driven primarily by the development of Convolutional Neural Networks and Transformers. Despite advancements in DL, the automated diagnosis of skin ca...
Optical Imaging Humans Neural Networks, Computer Skin Neoplasms Deep Learning Convolutional Neural Networks Smartphone
View on PubMed DOI

Two-dimensional identification of lower limb gait features based on the variational modal decomposition of sEMG signal and convolutional neural network.

Gait & posture Dec 28, 2024
BACKGROUND: Gait feature recognition is crucial to improve the efficiency and coordination of exoskeleton assistance. The recognition methods based on surface electromyographic (sEMG) signals are popular. However, the recognition accuracy of these me...
Electromyography Gait Gait Analysis Neural Networks, Computer Convolutional Neural Networks Algorithms Humans Lower Extremity Male Signal Processing, Computer-Assisted
View on PubMed DOI

A 4D tensor-enhanced multi-dimensional convolutional neural network for accurate prediction of protein-ligand binding affinity.

Molecular diversity Dec 23, 2024
Protein-ligand interactions are the molecular basis of many important cellular activities, such as gene regulation, cell metabolism, and signal transduction. Protein-ligand binding affinity is a crucial metric of the strength of the interaction betwe...
Neural Networks, Computer Deep Learning Models, Molecular Ligands Binding Sites Convolutional Neural Networks Protein Binding Proteins
View on PubMed DOI

Automated identification of impact spatters and fly spots with a residual neural network.

Forensic science international Dec 20, 2024
In criminal investigations, distinguishing between impact spatters and fly spots presents a challenge due to their morphological similarities. Traditional methods of bloodstain pattern analysis (BPA) rely significantly on the expertise of professiona...
Pattern Recognition, Automated Forensic Sciences Blood Stains Machine Learning Convolutional Neural Networks Image Processing, Computer-Assisted Humans Neural Networks, Computer
View on PubMed DOI

Optimizing convolutional neural networks for Chronic Obstructive Pulmonary Disease detection in clinical computed tomography imaging.

Computers in biology and medicine Dec 19, 2024
We aim to optimize the binary detection of Chronic Obstructive Pulmonary Disease (COPD) based on emphysema presence in the lung with convolutional neural networks (CNN) by exploring manually adjusted versus automated window-setting optimization (WSO)...
Pulmonary Disease, Chronic Obstructive Male Middle Aged Tomography, X-Ray Computed Female Aged Lung Convolutional Neural Networks Image Processing, Computer-Assisted Humans Neural Networks, Computer Retrospective Studies
View on PubMed DOI

Human activity recognition utilizing optimized attention induced Multihead Convolutional Neural Network with Mobile Net V1 from Mobile health data.

Network (Bristol, England) Dec 17, 2024
Human Activity Recognition (HAR) systems are designed to continuously monitor human behaviour, mainly in the areas of entertainment and surveillance in intelligent home environments. In this manuscript, Human Activity Recognition utilizing optimized ...
Humans Neural Networks, Computer Algorithms Human Activities Convolutional Neural Networks Attention Telemedicine
View on PubMed DOI
Popular Topics
Recent Journals