Quantum-inspired multiscale autoencoder spots anomalous particle jets with fewer parameters
Physicists have borrowed one of the most elegant constructions from quantum many-body physics and turned it into an anomaly detector ...
Tag: network
Mamba-Inspired AI Reads Anatomy in Four Directions to Sharpen Medical Image Segmentation
A new Mamba-based segmentation network combines four-directional state space scanning, spatially guided channel attention, and parameter-free anatomical constraints to outperform ...
Research report: Identifying target symptoms for mixed anxiety and depressive disorder in treatment-seeking patients: network analysis and computer-simulated intervention
A cross-sectional network analysis of 1,455 treatment-seeking patients with mixed anxiety and depressive disorder identified spells of terror or panic ...
Brain Networks Narrow Before Seizures, Offering a New Forecasting Signal
Researchers report that brain network dynamics explored a narrowed feature space in the minutes before epileptic seizures, a signal they ...
Hierarchical Attention Model Reports Metrics for Network Threat Detection
A hierarchical attention model reported 0.913 detection accuracy, 83.6% zero-shot attack recognition and 29.8-millisecond average detection latency in computational experiments.
Human brain connectivity geometry predicts cortical task transformations
An fMRI study of 16 cognitive tasks found that cortical connectivity dimensionality predicts whether task representations are compressed, expanded or ...
Machine Learning Identifies Two Gene Markers of Allergic Rhinitis
A cross-algorithm analysis of public nasal-tissue data identified TNFSF14 and CD83 as a two-gene panel that distinguished allergic-rhinitis samples from ...
Narrative review tests glycocalyx dysfunction as post-thrombectomy microvascular amplifier
A 2026 narrative review proposes that endothelial glycocalyx damage may amplify microvascular reperfusion failure after technically successful mechanical thrombectomy, while ...
Cross-sectional CFS study links fatigue to six symptom clusters
A cross-sectional study of 214 adults with chronic fatigue syndrome found six symptom clusters, with fatigue the most influential and ...
Single-center cross-sectional network analysis links exercise self-efficacy with psychosocial factors after PCI
A cross-sectional network analysis of 340 post-PCI patients with coronary heart disease found observed associations between exercise self-efficacy, avoidance-related measures, ...
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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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