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CheXmask:用于多中心胸部X射线图像的解剖细分面具的大规模数据集

Nicolás Gaggion1, Candelaria Mosquera2,3, Lucas Mansilla1

  • 1Institute for Signals, Systems and Computational Intelligence, sinc(i) CONICET-UNL, Santa Fe, CP 3002, Argentina.

Scientific data
|May 17, 2024
PubMed
概括

这项研究介绍了一个大型的,注释的胸部X射线数据集,用于人工智能 (AI) 开发. 它提供像素级解剖细分面具,以提高AI模型在医学成像分析中的准确性.

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The most common cardiovascular diagnostic test is an X-ray. It produces images of the heart, blood vessels, and adjacent structures.
Definition and Purpose
An X-ray, or radiograph, is a non-invasive method that uses ionizing radiation to take images of internal structures. It is mainly used in cardiac imaging to examine the heart, lungs, and major blood vessels, aiming to identify abnormalities in the heart's size, shape, and position, such as heart failure, congenital defects, and vascular...