AIMC Topic: Neural Networks, Computer

Clear Filters Showing 311 to 320 of 29799 articles

Upper limb human-exoskeleton system motion state classification based on semg: application of CNN-BiLSTM-attention model.

Scientific reports May 30, 2025
This study aims to classify five typical motion states of the human upper limb based on surface electromyography signals, thereby supporting the real-time control system of an assistive upper limb exoskeleton. We propose a deep learning model combini...
Exoskeleton Device Upper Extremity Algorithms Female Adult Young Adult Male Deep Learning Humans Motion Neural Networks, Computer Movement Muscle, Skeletal Electromyography
View on PubMed DOI

Towards robust medical machine olfaction: Debiasing GC-MS data enhances prostate cancer diagnosis from urine volatiles.

PloS one May 30, 2025
Prostate cancer (PCa) is a major, and increasingly global, health concern with current screening and diagnostic tools' severe limitations causing unnecessary, invasive biopsy procedures. While gas chromatography-mass spectrometry (GC-MS) has been use...
Neural Networks, Computer Machine Learning Animals Humans Dogs Gas Chromatography-Mass Spectrometry Volatile Organic Compounds Smell Male Bayes Theorem Prostatic Neoplasms
View on PubMed DOI

Relapse prediction using wearable data through convolutional autoencoders and clustering for patients with psychotic disorders.

Scientific reports May 29, 2025
Relapse of psychotic disorders occurs commonly even after appropriate treatment. Digital phenotyping becomes essential to achieve remote monitoring for mental conditions. We applied a personalized approach using neural-network-based anomaly detection...
Autoencoder Cluster Analysis Psychotic Disorders Recurrence Male Middle Aged Wearable Electronic Devices Female Adult Humans Neural Networks, Computer
View on PubMed DOI

An efficient dual-branch framework via implicit self-texture enhancement for arbitrary-scale histopathology image super-resolution.

Scientific reports May 29, 2025
High-quality whole-slide scanning is expensive, complex, and time-consuming, thus limiting the acquisition and utilization of high-resolution histopathology images in daily clinical work. Deep learning-based single-image super-resolution (SISR) techn...
Lung Neoplasms Humans Neural Networks, Computer Algorithms Deep Learning Image Processing, Computer-Assisted
View on PubMed DOI

Improving cancer detection through computer-aided diagnosis: A comprehensive analysis of nonlinear and texture features in breast thermograms.

PloS one May 29, 2025
Breast cancer is a significant health issue for women, characterized by its high rates of mortality and sickness. However, its early detection is crucial for improving patient outcomes. Thermography, which measures temperature variations between heal...
Machine Learning Algorithms Female Humans Neural Networks, Computer Early Detection of Cancer Breast Nonlinear Dynamics Thermography Breast Neoplasms Diagnosis, Computer-Assisted Support Vector Machine Fractals
View on PubMed DOI

An Artificial Intelligence Olfactory-Based Diagnostic Model for Parkinson's Disease Using Volatile Organic Compounds from Ear Canal Secretions.

Analytical chemistry May 28, 2025
Parkinson's Disease (PD), a frequently diagnosed neurodegenerative condition, poses a major global challenge. Early diagnosis and intervention are crucial for PD treatment. This study proposes a diagnostic model for PD that analyzes volatile organic ...
Female Male Parkinson Disease Gas Chromatography-Mass Spectrometry Neural Networks, Computer Volatile Organic Compounds Artificial Intelligence Ear Canal Biomarkers Humans
View on PubMed DOI

Ecofriendly Extraction of Polyphenols from Leaves Coupled with Response Surface Methodology and Artificial Neural Network-Genetic Algorithm.

Molecules (Basel, Switzerland) May 28, 2025
This study aimed to optimize a novel deep eutectic solvents (DESs)-assisted extraction process for polyphenols in the leaves of (AGPL) with response surface methodology (RSM) and a genetic algorithm-artificial neural network (GA-ANN). Under the infl...
Plant Extracts Polyphenols Plant Leaves Neural Networks, Computer Chromatography, High Pressure Liquid Algorithms Solvents Antioxidants Genetic Algorithms
View on PubMed DOI

Drug-drug interaction prediction of traditional Chinese medicine based on graph attention networks.

Scientific reports May 28, 2025
Predicting drug-drug interactions (DDI) is crucial for preventing adverse reactions in patients and plays a vital role in drug design and development. However, traditional Chinese medicine (TCM) formulations, typically composed of multiple herbal ing...
Drugs, Chinese Herbal Drug Interactions Humans Neural Networks, Computer Deep Learning Medicine, Chinese Traditional
View on PubMed DOI

RETINA: Reconstruction-based pre-trained enhanced TransUNet for electron microscopy segmentation on the CEM500K dataset.

PLoS computational biology May 28, 2025
Electron microscopy (EM) has revolutionized our understanding of cellular structures at the nanoscale. Accurate image segmentation is required for analyzing EM images. While manual segmentation is reliable, it is labor-intensive, incentivizing the de...
Computational Biology Retina Microscopy, Electron Databases, Factual Humans Deep Learning Neural Networks, Computer Image Processing, Computer-Assisted Algorithms
View on PubMed DOI

Automatic identification of Parkinsonism using clinical multi-contrast brain MRI: a large self-supervised vision foundation model strategy.

EBioMedicine May 27, 2025
BACKGROUND: Valid non-invasive biomarkers for Parkinson's disease (PD) and Parkinson-plus syndrome (PPS) are urgently needed. Based on our recent self-supervised vision foundation model the Shift Window UNET TRansformer (Swin UNETR), which uses clini...
Middle Aged Female Humans ROC Curve Magnetic Resonance Imaging Image Processing, Computer-Assisted Parkinson Disease Aged Neural Networks, Computer Parkinsonian Disorders Male Brain
View on PubMed DOI
Popular Topics
Recent Journals