Machine learning ranks building damage after Nepal’s deadly 2015 Gorkha earthquake
A study of 762,106 buildings damaged in Nepal's 2015 Gorkha earthquake combines an MLP classifier with imbalance correction, sensitivity analysis, ...
Tag: explainable AI
Machine Learning Maps the Drivers of Mumbai’s Growing Urban Heat Islands
A new study combines machine learning and spatial explainable AI to predict surface urban heat island intensity across the Mumbai ...
Self-supervised deep learning spots cotton leaf diseases with explainable heatmaps
A self-supervised CNN framework with Grad-CAM heatmaps reached up to 94.38% validation accuracy on a 2,137-image cotton leaf disease dataset.
Explainable AI lags in stroke lesion deep learning, review finds
A systematic review finds hybrid CNN-transformer models lead stroke lesion analysis, but explainable AI appears in only 11 percent of ...
Deep learning meets dermatology: new review maps the road from skin lesion AI benchmarks to bedside reality
A new review argues that deep learning skin lesion analysis must prove itself through external validation, fairness and clinical utility ...
New AI model reads faces and gender together, with maps that show why
Researchers built a dual-stream deep learning framework that localizes and classifies facial emotions and binary gender labels together, achieving 94.56% ...
Machine learning predicts HIV patients at risk of dropping out of antiretroviral care
Random Forest and XGBoost models predicted loss to follow-up among ART patients in Zimbabwe with high internal accuracy, while LIME ...
Systematic review maps human-centric Industry 5.0 with a seven-layer framework
A systematic review of 177 peer-reviewed studies synthesizes the shift from Industry 4.0 to human-centric, sustainable and resilient Industry 5.0 ...
Explainable AI framework adds semantic rule layer to network intrusion detection
A new explainable AI framework for network intrusion detection audited its semantic rule layer on held-out benchmark data, reporting high ...
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 ...
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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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