Multi-expert AI network sharpens carotid plaque segmentation across ultrasound centers
A SegFormer-B2-based multi-expert ensemble called MUSE-Net achieved a mean Dice of 0.834 for carotid plaque segmentation across a four-center ultrasound ...
Tag: deep learning
Hybrid Deep Learning Model Improves PM2.5 Forecasts in Anhui Province
A hybrid VMD-CBiLSTM model optimized by the shuffled frog-leaping algorithm achieved an average R2 of 0.981 when predicting PM2.5 concentrations ...
Lightweight TCLNet boosts infrared object detection accuracy on three benchmarks
TCLNet, a lightweight thermal contrast-aware network, improved infrared object detection mAP50 by up to 12.8 percentage points over a YOLO12n ...
AI Tooth Segmentation Review Maps a Decade of Deep Learning Progress
A new PRISMA-guided systematic review compiles 72 studies and twelve open datasets to map how deep learning, from U-Net to ...
Review maps deep learning tools to real clinical tasks in pathology
A new review in Chinese Medical Journal maps deep learning architectures to core clinical tasks in pathology, highlighting accuracy gains, ...
Deep Learning Scans Earthquake Damage, But Review Finds the Evidence Shaky
A systematic review of 46 studies finds deep learning promising for post-earthquake structural damage assessment, but weak generalisation evidence and ...
Autoencoder Flags IoT Network Attacks with Near-Perfect Precision Under Extreme Imbalance
Most intrusion detection research is tested on artificially balanced datasets, where attack and benign records appear in equal numbers. A ...
AI Cleans Noisy Accelerator Images to Reveal Hidden Beam Halo
An unsupervised U-Net deep-learning framework denoises accelerator emittance images well enough to resolve beam halos below one ten-thousandth of the ...
Vision-Language AI Model Detects Bengali Fake News with Explainable Reasoning
Researchers report a multimodal framework combining Bengali OCR, hybrid visual encoders, and vision-language reasoning that achieved 97% accuracy on a ...
CT-based model predicts early progression after TACE in liver cancer
A multicenter study reports that a model combining pretreatment arterial-phase CT features and clinical variables predicted time to progression after ...
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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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