AI Reads Heart Rhythms Well on Paper, but Clinical Proof Still Lags
A systematic review of 75 studies finds ECG-based AI models reporting 90 to 99 percent accuracy, but warns that external ...
Tag: deep learning
Ensemble AI Model Sharpens Night Vision Object Detection for Autonomous Vehicles
A new ensemble deep learning framework called EnPreNiNet, paired with a night image enhancement technique, achieved a reported mean Average ...
AI Model Adapts to Economic Storms to Sharpen Financial Risk Forecasts
A new attention-based neural network that reconfigures its risk logic according to macroeconomic conditions outperformed standard machine learning and statistical ...
AI Steps Up as a Powerful Ally in Pollutant Assessment and Environmental Toxicology
A comprehensive narrative review finds that predictive AI can accelerate pollutant hazard assessment, monitoring, and exposure modeling, but only as ...
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 ...
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 ...
Research report: 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 ...
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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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