LDNP-enhanced CNN improves COVID-19 lung CT segmentation in small dataset
A lightweight CNN combining directional texture information with original CT images improved COVID-19 infection segmentation in a computational study of ...
Tag: Deep
Hybrid model classifies 32 insect species in controlled audio dataset
A hybrid deep-learning model classified 32 insect species from 4,800 recordings with 99.90% accuracy on the InsectSet32 dataset, but independent ...
Transformer Models Show Promise for Lung Cancer Imaging
A review of 2019–2025 research finds that transformer models show promise for lung cancer detection and classification, but variable validation ...
Stacking deep learning reaches 97.2% accuracy for olive disease images
A stacking ensemble combining EfficientNet, ResNet and MobileNet classified healthy and diseased olive leaf images with 97.21% accuracy on a ...
Conditional diffusion model improves bridge monitoring anomaly detection
A conditional diffusion model reached an F1-score of 0.975 when detecting abnormal data in a 90-day, 18-channel bridge monitoring dataset ...
Specialized deep learning improves UAV-based solar fault detection
A UAV-assisted system using specialized YOLOv8s detectors achieved 85% accuracy for three photovoltaic fault categories in a held-out test set ...
Silk Gels Tuned Across Scales Stretch From Soft Sensors to Energy Harvesters
Researchers have built a family of gels made from silk fibroin and deep eutectic solvents whose mechanical properties can be ...
Interpretable AI network pinpoints what drives 24-hour tropical cyclone intensity change
Tropical cyclone intensity can shift dramatically within a day, and capturing that evolution remains one of the hardest problems in ...
Hybrid Deep Learning Model Boosts Prediction of Slope Stability Safety Factor
A hybrid deep learning framework that combines unsupervised feature extraction with supervised regression outperformed a standard neural network and conventional ...
Sedation May Shorten Atrial Fibrillation Ablation Procedures
A systematic review and meta-analysis published in Frontiers in Cardiovascular Medicine suggests that using conscious or deep sedation rather than ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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