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 ...
Tag: Medical Imaging
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 ...
AI Reads MRI Scans to Spot Dangerous Prostate Cancer Before Biopsy
Chinese researchers have built a machine-learning nomogram that combines biparametric MRI radiomics, clinical variables, and PI-RADS scores to predict clinically ...
Combined CT Measurements Sharpen Prediction of Kneecap Instability, Study Finds
A Chinese study shows that combining CT measurements of tibial tubercle position, tibial torsion, and patient age predicts patellofemoral joint ...
Calcium Clues: Ultrasound Patterns That Reveal Cancerous Salivary Gland Tumors
A retrospective ultrasound study of 104 salivary gland tumors shows that irregular calcifications are the strongest independent predictor of malignancy, ...
Ovarian Cancer AI Study Retracted After Ultrasound Dataset Turns Out to Contain Thyroid Images
A 2024 study claiming high-accuracy deep learning detection of ovarian cancer was retracted after its ultrasound dataset was found to ...
Data-Efficient AI Transformer Hits Near-Perfect Accuracy in Lung Cancer Diagnosis
Researchers report that a data-efficient vision transformer classified lung cancer histopathology images with 98.64 percent accuracy and near-perfect AUC while ...
AI Reads Swallowing Muscles in Ultrasound to Grade Dysphagia Without the Guesswork
A South Korean team has combined U-Net segmentation, hyperbolic mathematical modeling, and Fast R-CNN classification to automate suprahyoid muscle ultrasound ...
AI Reads Jaw Scans to Tell When the Skull Is Ready for Orthodontic Expansion
A Turkish research team trained a YOLOv11x deep learning model on more than 1,500 CBCT scans to automatically classify midpalatal ...
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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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