Why Expert Disagreement Could Be the Missing Key to Trustworthy Medical AI
Oxford researchers argue that the common practice of reducing expert annotations to single binary masks introduces a hidden source of ...
Tag: radiology
Hidden Hernias in Women: CT Scans Reveal a Surprising Prevalence That Defies Medical Textbooks
A CT study of 494 women in Bogotá found groin hernias in 16.8 percent of scans, far above the classical ...
AI Helps Radiologists Diagnose Tricky Salivary Gland Tumors in Landmark Prospective Trial
A prospective two-phase observer-performance study found that a confidence-aware AI system with a radiologist-editable interface improved radiologists' accuracy and agreement ...
Wedge-Shaped Lung Scars Offer Clue to Hidden Clots in Cancer Scans
A study of 113 cancer patients undergoing CT pulmonary angiography found lung abnormalities were highly prevalent but largely nonspecific, with ...
AI Checklist Helps Radiologists Read Tricky Heel Surgery X-Rays Faster and More Accurately
A multicenter study of six radiologists found that a pre-generated GPT-5 checklist and draft report raised binary escalation accuracy on ...
Sharper MRI Zoom Technique Reveals Tumor Edges but Shifts Key Cancer Numbers
A new study of 70 gastric cancer patients finds that Zoom-DWI sharply improves tumor boundary visibility but systematically underestimates ADC ...
How Doctors Think: New Case Exercise Dissects the Hidden Logic of Diagnosis
A new Journal of General Internal Medicine exercise uses a blinded case discussion and an entropy-based framework to expose how ...
Hidden Liver Lesions Reveal Their Secrets to Contrast Ultrasound in Landmark Study
A retrospective CEUS study of 87 benign liver necrotic nodules identifies distinctive ultrasound features, including tortuous morphology and thick enhancing ...
AI Body Composition Scans Hold Steady Across CT Reconstruction Algorithms, Study Finds
A new study of 202 patients shows automated CT body composition measurements remain highly consistent across filtered back projection, iterative, ...
Chest CT Scans Get Sharper and Cleaner as Iterative Reconstruction Levels Rise
A within-subject study of 36 patients shows that KARL 3D iterative reconstruction reduces lung-window chest CT noise by nearly 35 ...
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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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