ANALYSISTrained on 1.7 million ECGs paired with clinicians' report text, ECG-CLIP reached the same accuracy as the best comparator with about 90% less training data — a bid at the field's labelling bottleneck.
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WHAT THE STUDY ACTUALLY SAYSThe first double-blind sham-controlled trial of pulmonary vein isolation found quality of life improved in both arms. Most of the benefit patients feel appears not to come from the ablation.
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WHAT THE STUDY ACTUALLY SAYSGuidelines have hedged on anticoagulation for people with one stroke risk factor. SINGLE-AF randomised 1,803 patients in South Korea, and the events it counted were very few in both arms.
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WHAT THE STUDY ACTUALLY SAYSComparing US adults vaccinated just before and just after the changeover from the live to the recombinant shingles vaccine, researchers found a 9% lower cardiovascular burden over seven years.
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ANALYSISA sibling-controlled cohort of 1.1 million men, a genetic analysis of 712 traits and a UK Biobank study of fitness change converge — and they agree on where the exception is.
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ANALYSISA secondary analysis of the VITAL-AF trial reports a screening benefit only in the top risk decile — with a confidence interval whose lower bound sits at 0.01.
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ANALYSISA systematic review of 27 studies finds women reach higher drug concentrations at the same psychotropic dose. A separate review of 103 atrial fibrillation trials finds 43% under-enrolled women against disease prevalence.
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WHAT THE STUDY ACTUALLY SAYSThe STABLED trial randomized 331 atrial fibrillation patients with a recent stroke to ablation plus anticoagulation or anticoagulation alone. The two groups ended up nearly identical.
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WHAT THE STUDY ACTUALLY SAYSIn 2,286 patients with sleep apnea undergoing major surgery, a measure of how deeply and how long oxygen fell — not the apnea-hypopnea index — tracked 30-day cardiovascular events and death.
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