AI Fuses Scans and Radiation Doses to Predict a Deadly Head and Neck Cancer Complication
Researchers in China have built a deep-learning model that fuses CT, MRI, and 3D radiation dose data to predict which ...
Tag: Medical Imaging
Frozen Giants, Tiny Updates: Federated LoRA Brings SAM to Hospital-Scale Organ Segmentation
A new federated framework fine-tunes the Segment Anything Model for multi-organ segmentation by training only tiny low-rank adapters on quantized ...
3D Microvascular Ultrasound Reveals Hidden Cancer in a Stable Ovarian Cyst
Three-dimensional microvascular ultrasound revealed coexisting borderline and malignant vascular patterns in a stable ovarian cyst, guiding fertility-sparing surgery that confirmed ...
AI Learns to Map Knee Cartilage with Expert Precision on MRI Scans
Researchers built an expert-annotated Chinese knee MRI dataset and an optimized Swin-Unet Transformer model that segments femoral and tibial cartilage ...
Smarter AI Spots Hidden Dental Problems in Panoramic X-Rays
A new AI framework called RCTE improves the detection of small lesions and complex dental structures in panoramic radiographs while ...
AI Reads the Neck’s Deadliest Plaques, but the Clinic Isn’t Ready Yet
A new systematic review of 28 studies finds that deep learning detects vulnerable carotid plaques with a pooled AUC of ...
AI Reads Hidden Patterns in Lung CT Scans to Tell Harmless Nodules From Invasive Cancer
A Chinese research team used CT radiomics and machine learning to distinguish harmless ground-glass lung nodules from invasive adenocarcinoma with ...
Smarter Data Loading Cuts Medical AI Training Needs Without Sacrificing Accuracy
Researchers show that a selective embedding data loading strategy alternating X-ray and CT scans lets deep learning models reach competitive ...
AI Reads Routine CT Scans to Predict Aggressiveness of Stomach and Gut Tumors
A new meta-analysis of eleven studies finds that AI-driven analysis of routine contrast-enhanced CT scans can predict the Ki-67 proliferation ...
PSMA PET/CT Outperforms Bone Scans for Prostate Cancer Spread, Threshold Study Finds
A head-to-head study of 108 prostate cancer patients shows gallium-68 PSMA PET/CT detects bone metastases far more accurately than conventional ...
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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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