Self-Supervised Transformer Reads Resting-State EEG to Detect Alzheimer’s Disease With 96.42% Accuracy
Alzheimer's disease affects tens of millions of people worldwide, and the World Health Organization estimates that over 55 million people ...
Tag: Transformer
Deep Learning Android Malware Detectors Pass Accuracy Tests but Fail Reliability Audits
A systematic review and controlled validation of deep learning-based Android malware detection reveals that high benchmark accuracy masks architecture-dependent reliability ...
Transformer AI Reads First 24 ICU Hours to Predict Heart Failure Deaths
The distinction between discrimination and calibration deserves particular attention when interpreting the reported performance figures. Discrimination, captured by the AUROC, ...
Sensor-token network rebuilds photoacoustic images without the system matrix
A Transformer-based network that treats each ultrasound sensor's time series as a token reconstructs photoacoustic images in a single forward ...
Parallel Transformer-CNN Network Sharpens Detection of Tiny Infrared Targets
A new parallel Transformer-CNN architecture called TCNNISTD achieves state-of-the-art accuracy and real-time speed in detecting infrared targets smaller than ten ...
AI Learns to Play the Accordion by Encoding Music Theory into a Knowledge Graph
Researchers built a knowledge graph-guided Transformer that generates coherent accordion music with harmonic validity of 94.8 percent and robust thematic ...
Transformer Keeps Sacred Thangka Geometry Intact While Restyling Its Art
A transformer-based framework restyles Himalayan Thangka art while preserving its strict geometric composition, with cross-domain results on Dunhuang murals and ...
Transformers Are Rewriting How We Read the Human Brain
A new review maps how Transformer architectures, from temporal and spatial attention models to self-supervised brain foundation models, are reshaping ...
Dual-Branch AI Network Sharpens Abdominal CT Segmentation While Slashing Compute
A new dual-branch U-Net called PDSA-DBUNet combines dynamic sparse attention with a polynomial mixer to achieve record abdominal CT segmentation ...
Transformer That Reads Missing Wi-Fi Signals Cuts Indoor Positioning Errors
Researchers have built a transformer that treats missing Wi-Fi signals as informative data, achieving the lowest errors among reproduced baselines ...
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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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