Deep learning hits 97% accuracy on satellite benchmarks, review finds
A systematic review finds deep learning exceeds 97 percent accuracy on remote sensing benchmarks but struggles with generalization, spectral exploitation ...
Tag: deep learning
Radial Basis Function Network Outperforms Deep Learning Rivals in Predicting CO2 Emissions Across RCEP Economies
A Radial Basis Function network achieved the strongest performance among fifteen AI models used to predict CO2 emissions across 15 ...
Deep learning review maps how AI forecasts renewable energy
A systematic review in Neural Computing and Applications surveys deep learning and hybrid neural models used to forecast renewable energy ...
Deep neural network maps minerals in petrographic thin sections with high accuracy
A ResNeXt101-UNet deep learning model segments ten mineral phases in petrographic thin sections, reaching a weighted F1-score of 0.863 over ...
Deep Learning on Liver MRI Shows Promise for Detecting Liver Cancer, but Evidence Remains Thin
A systematic review finds that deep learning on liver MRI reaches pooled sensitivity of 0.862 and specificity of 0.916 for ...
Ant-Inspired AI Learns to Read the Graceful Postures of Opera Training
A hybrid deep learning framework that combines ant colony optimization with a spatio-temporal variational autoencoder recognized nine opera teaching postures ...
Normalization Stabilizes Shallow Graph Networks but Cannot Stop Deep Oversmoothing
A controlled study of 3,600 runs finds normalization schemes help mainly at shallow depths while graph homophily predicts how accuracy ...
AI Reads Heart Ultrasound Videos to Predict Mitral Valve Repair Success
Deep learning models trained on pre-procedural ultrasound videos predicted the success of transcatheter mitral valve edge-to-edge repair with an AUC ...
Transformers Outperform CNNs at Spotting Diseased Cotton Leaves in Pakistani Field Study
A new study from Bahawalpur, Pakistan, finds that transformer models, led by the Swin Transformer, classify cotton leaf diseases more ...
AI surrogate with built-in physics speeds up low-power amplifier design
A physics-aware, uncertainty-guided deep learning surrogate has been shown to replace expensive circuit simulations when optimizing ultra-low-power amplifiers for biosignal ...
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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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