Federated AI Learns to Spot Hospital Device Hacks Without Ever Seeing Patient Data
Researchers have built a federated, explainable deep learning framework that detects attacks on Internet of Medical Things devices with detection ...
Tag: deep learning
Deep learning model reads chest X-rays for pneumonia and tuberculosis in Ethiopia
A customized VGG19 deep learning model trained on 2,100 chest X-rays from Ethiopian hospitals classified pneumonia and tuberculosis with 99% ...
Deep Learning Model Flags Early Signs of Problematic Digital Habits in Older Adults
A hybrid CNN-LSTM-attention model predicts risky digital usage patterns in adults aged 60 and older with 0.947 accuracy and 0.93 ...
AI Shows Strong Accuracy for Some Pediatric Diagnoses but Stumbles on Tuberculosis
A new systematic review and meta-analysis of 20 studies finds that AI models show high pooled accuracy for detecting pediatric ...
Deep learning reads EEG spectrograms to sort seizure types
A study tested nine deep learning models on time-frequency images of EEG signals, with Mel-spectrogram features paired with AlexNet reaching ...
Automated phase recognition in the cardiac catheterization laboratory with deep learning
Deep learning models trained on video, equipment logs and clinical data from 222 real coronary angiograms recognized catheterization lab workflow ...
Traffic congestion dominates a decade of research on predicting supply chain bottlenecks with real-time data
A bibliometric review of 3,638 Scopus-indexed publications from 2016 to 2025 finds that transport-level congestion prediction dominates the literature while ...
AI traffic system clears the road for ambulances in under 300 milliseconds
Researchers report an AI and IoT framework that detects ambulances with cameras and audio, achieving 98.4 percent accuracy and flipping ...
Head-to-head benchmark ranks EfficientNet-B0 top for spotting enamel caries in intraoral photos
A controlled benchmark of five CNN architectures on 2,000 intraoral photographs found EfficientNet-B0 led with 98.18 percent accuracy, though no ...
Deep learning matches expert radiologists at outlining rectal tumors on MRI
A multicenter study of 603 rectal cancer patients found that a deep learning network segmented rectal tumors on MRI with ...
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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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