AI Pipeline Turns Brain MRI Saliency Maps into Diagnostic Reports
A benchmark study couples CNN saliency maps, a cortical atlas and three LLMs to generate interpretable diagnostic reports from brain ...
Tag: deep learning
Rabbits, signals and neural nets: a joint-optimization recipe for stock price forecasting
A hybrid LSTM-ARO-VMD framework that jointly tunes signal decomposition and neural network hyperparameters cut forecasting errors across seven international stocks, ...
AI Learns to Read Equine Emergency Ultrasound Windows in Proof-of-Concept Study
A deep learning model trained on ultrasound images from six healthy horses could recognize most standardized FLASH examination windows, though ...
U-Net Variants Compared for Automated Lung Tumor Segmentation on CT Scans
A comparative study of nine U-Net-based deep learning configurations found U-Net with a VGG16 backbone achieved the best overall lung ...
From Fourier to Deep Learning: How Bridge Health Monitoring Signals Are Evolving
A new review of 201 studies traces how bridge structural health monitoring evolved from classical Fourier and wavelet analysis to ...
Smarter Weather Inputs Cut Day-Ahead Solar Power Forecast Errors in Half
A two-stage framework that corrects coarse weather forecasts before predicting solar output halved day-ahead power forecast errors at a 20 ...
Dynamic Graph AI Model Hits Nearly 96% Accuracy in Traffic Congestion Prediction
A new dynamic graph neural framework called GAMMA-Traffic updates road-network connections in real time using cross-correlation analysis, reporting up to ...
Research report: Instance-level localization and similarity-aware contrastive learning for robust plant disease classification
A new AI framework first localizes individual disease regions in real-field leaf photographs and then applies similarity-aware contrastive learning, reaching ...
Geometry-Aware Transformer Boosts 3D Indoor Scene Segmentation
GAMPoint, a geometry-augmented transformer built on Point Transformer V3, delivers modest, category-dependent gains in 3D indoor point-cloud segmentation on S3DIS ...
AI Model Forecasts Avian Influenza Outbreak Risk Across Canada
A pretrained vision transformer called RAVEN predicts highly pathogenic avian influenza outbreak risk across Canada up to two weeks in ...
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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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