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Updated: Sep 18, 2025

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乳腺动脉化量化在乳房影像使用基于UNet的深度学习检测心血管疾病的量化

Wenbo Li1, Qiyu Zhang1, Dale Black1

  • 1Department of Radiological Sciences, School of Medicine, University of California, Irvine, CA 92697 (W.L., Q.Z., D.B., H.D., A.S., S.M.).

Academic radiology
|June 20, 2025
PubMed
概括

一个新的深度学习模型准确地检测,细分和量化乳腺动脉化 (BAC) 在乳房影像中. 这一进步通过改进的乳房扫描提高了心血管风险评估.

关键词:
乳腺动脉化 乳腺动脉化这就是豪斯多夫损失.机器学习 机器学习

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Calcium-Scoring CT ScanA calcium-scoring CT scan, also known as coronary artery calcium (CAC) scan, detects calcium deposits in the coronary arteries. This test assesses the risk of coronary artery disease (CAD), which can lead to cardiovascular events such as angina, heart failure, and sudden cardiac arrest.A calcium-scoring CT scan is generally recommended for individuals at intermediate risk of CAD without symptoms. It includes:Men aged 40-75 and women aged 50-75: Especially those with a...
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Cardiac computed tomography (CT) scanning is an advanced cardiac imaging technique that utilizes CT technology, with or without intravenous (IV) contrast, to produce accurate cross-sectional virtual slices of specific areas of the heart, coronary circulation, and major blood vessels such as the aorta, pulmonary veins, and arteries. The computer processes these slices to generate three-dimensional images. Multidetector CT (MDCT) is a rapid form of CT scanning that captures multiple slices...
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