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Updated: Jul 13, 2025

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在MRI中使用深度学习和放射学进行自动化乳腺密度评估:减少观察者间变量的策略

Xueping Jing1,2, Mirjam Wielema3, Andrea G Monroy-Gonzalez3

  • 1Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.

Journal of magnetic resonance imaging : JMRI
|October 17, 2023
PubMed
概括

人工智能 (AI) 模型可以显著减少乳腺密度评估中观察者之间的变化. 这种人工智能辅助的解释在放射科医生之间实现了几乎完美的一致性,提高了诊断一致性.

关键词:
乳腺密度 乳腺密度乳房成像检查 乳房成像检查深度学习是一种深度学习.观察者之间的变异性.无线电学 (radiomics) 是一种无线电学.

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Cardiovascular magnetic resonance imaging, or CMRI, is a non-invasive diagnostic test that employs a magnetic field and radiofrequency waves to create precise images of the heart and arteries. It provides comprehensive information about cardiac anatomy, function, perfusion, and tissue characterization without ionizing radiation.IndicationsCMRI diagnoses various heart conditions, including tissue damage from heart attacks, ischemic heart disease, myocarditis, aortic issues (tears, aneurysms,...
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