Evolutionary AI Model Tames Power Plant Sensor Data With Fewer Errors
A newly published study in Discover Artificial Intelligence proposes a machine learning framework designed specifically for this problem, combining a ...
Tag: deep learning
Decades of AI in Prostate Cancer Show Technical Gains but Clinical Utility Remains Elusive
A review of three decades of artificial intelligence in prostate cancer demonstrates that while technical performance has advanced significantly, definitive ...
Explainable AI Could Help Diagnose Neglected Tropical Diseases in Darker Skin, Review Finds
A structured narrative review finds that explainable AI techniques may improve transparency in diagnosing skin-manifesting neglected tropical diseases, while deep ...
John W. Murray: the micropalaeontologist who mapped the world’s benthic foraminifera
A new Journal of Micropalaeontology special issue editorial chronicles the life, landmark books and enduring influence of foraminiferal ecologist John ...
Lightweight AI spots hidden concrete defects from infrared images
Researchers developed CA-YOLO-IRT, a lightweight attention-based detector that automates the identification of hidden concrete defects in infrared thermographic images.
Survey maps how machine learning exploits privileged information
A new survey reviews 107 papers on Learning Under Privileged Information and proposes a unified taxonomy of models and integration ...
New AI detector spots small rogue drones in cluttered low-altitude skies
Researchers report a lightweight detection model that improves small-drone recognition in complex backgrounds while sustaining real-time speeds on edge hardware.
AI health prediction tools lag in low-income countries, review finds
A systematic review of 64 studies finds that only about one in five AI prediction models built on electronic health ...
Research report: Vision-based rice panicle phenotyping from oblique UAV imagery
A hybrid classical-quantum computer vision pipeline measures rice panicle density, size, and curvature from slanted drone images, outperforming standard segmentation ...
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 ...
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 ...
AI Moves From Lab Bench to Epilepsy Clinic, Review Finds
A new review maps how artificial intelligence is transforming epilepsy diagnosis, seizure prediction, personalized treatment and long-term management, while warning ...
ResNet50 Meets Transformer to Push Facial Emotion Recognition to 89.7 Percent on FER2013
A hybrid ResNet50 and Transformer model achieved 89.7 percent accuracy on the FER2013 facial emotion benchmark, with an ablation study ...
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