Chen Baiyu, Leng Shuai, Yu Lifeng, Holmes David, Fletcher Joel, McCollough Cynthia
Department of Radiology, Mayo Clinic, Rochester, MN 55905 USA.
Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN 55905 USA.
Proc SPIE Int Soc Opt Eng. 2016 Feb 27;9783. doi: 10.1117/12.2216823. Epub 2016 Mar 25.
Lack of access to projection data from patient CT scans is a major limitation for development and validation of new reconstruction algorithms. To meet this critical need, we are building a library of CT patient projection data in an open and vendor-neutral format, DICOM-CT-PD, which is an extended DICOM format that contains sinogram data, acquisition geometry, patient information, and pathology identification. The library consists of scans of various types, including head scans, chest scans, abdomen scans, electrocardiogram (ECG)-gated scans, and dual-energy scans. For each scan, three types of data are provided, including DICOM-CT-PD projection data at various dose levels, reconstructed CT images, and a free-form text file. Several instructional documents are provided to help the users extract information from DICOM-CT-PD files, including a dictionary file for the DICOM-CT-PD format, a DICOM-CT-PD reader, and a user manual. Radiologist detection performance based on the reconstructed CT images is also provided. So far 328 head cases, 228 chest cases, and 228 abdomen cases have been collected for potential inclusion. The final library will include a selection of 50 head, chest, and abdomen scans each from at least two different manufacturers, and a few ECG-gated scans and dual-source, dual-energy scans. It will be freely available to academic researchers, and is expected to greatly facilitate the development and validation of CT reconstruction algorithms.
无法获取患者CT扫描的投影数据是新重建算法开发和验证的主要限制因素。为满足这一关键需求,我们正在以开放且与供应商无关的格式——DICOM-CT-PD构建一个CT患者投影数据库,它是一种扩展的DICOM格式,包含正弦图数据、采集几何信息、患者信息和病理识别信息。该数据库包含各种类型的扫描,包括头部扫描、胸部扫描、腹部扫描、心电图(ECG)门控扫描和双能扫描。对于每次扫描,提供三种类型的数据,包括不同剂量水平的DICOM-CT-PD投影数据、重建的CT图像和一个自由格式的文本文件。还提供了几份指导文件,以帮助用户从DICOM-CT-PD文件中提取信息,包括DICOM-CT-PD格式的字典文件、DICOM-CT-PD阅读器和用户手册。还提供了基于重建CT图像的放射科医生检测性能。到目前为止,已收集了328例头部病例、228例胸部病例和228例腹部病例以供潜在纳入。最终的数据库将包括从至少两家不同制造商中各选取的50例头部、胸部和腹部扫描,以及一些心电图门控扫描和双源、双能扫描。它将免费提供给学术研究人员,并有望极大地促进CT重建算法的开发和验证。