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USCT reference database: conclusions from the first SPIE USCT data challenge and future directions

机译:USCT参考数据库:来自首次SPIE USCT数据挑战的结论和未来方向

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Ultrasound Computer Tomography is an exciting new technology mostly aimed at breast cancer imaging. Due to the complex interaction of ultrasound with human tissue, the large amount of raw data, and the large volumes of interest, both image acquisition and image reconstruction are challenging. Following the idea of open science, the long term goal of the USCT reference database is establishing open and easy to use data and code interfaces and stimulating the exchange of available reconstruction algorithms and raw data sets of different USCT devices. The database was established with freely available and open licensed USCT data for comparison of reconstruction algorithms, and will be maintained and updated. Additionally, the feedback about data and system architecture of the scientists working on reconstruction methods will be published to help to drive further development of the various measurement setups.
机译:超声计算机断层扫描是一项激动人心的新技术,主要用于乳腺癌成像。由于超声与人体组织的复杂相互作用,大量原始数据以及大量关注,图像采集和图像重建都具有挑战性。遵循开放科学的思想,USCT参考数据库的长期目标是建立开放且易于使用的数据和代码接口,并促进不同USCT设备的可用重建算法和原始数据集的交换。该数据库是使用免费提供的开放USCT数据建立的,用于比较重建算法,并将对其进行维护和更新。此外,还将发布有关致力于重建方法的科学家的数据和系统架构的反馈,以帮助推动各种测量设置的进一步发展。

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