Department of Computer Science, Johns Hopkins University, 2933 N Charles st, Baltimore, MD 21218, USA.
J Digit Imaging. 2013 Aug;26(4):691-7. doi: 10.1007/s10278-013-9577-8.
Today, most medical images are stored as a set of single-frame composite Digital Imaging and Communications in Medicine (DICOM) objects that contain the four levels of the DICOM information model-patient, study, series, and instance. Although DICOM addresses most of the issues related to medical image archiving, it has some limitations. Replicating the header information with each DICOM object increases the study size and the parsing overhead. Multi-frame DICOM (MFD) was developed to address this, among other issues. The MFD combines all DICOM objects belonging to a series into a single DICOM object. Hence, the series-level attributes are normalized, and the amount of header data repetition is reduced. In this paper, multi-series DICOM (MSD) is introduced as a potential extension to the DICOM standard that allows faster parsing, transmission, and storage of studies. MSD extends the MFD de-duplication of series-level attributes to study-level attributes. A single DICOM object that stores the whole study is proposed. An efficient algorithm, called the one-pass de-duplication algorithm, was developed to find and eliminate the replicated data elements within the study. A group of experiments were done that evaluate MSD and the one-pass de-duplication algorithm performance. The experiments show that MSD significantly reduces the amount of data repetition and decreases the time required to read and parse DICOM studies. MSD is one possible solution that addresses the DICOM limitations regarding header information repetition.
今天,大多数医学图像都存储为一组单帧复合数字成像和通信(DICOM)对象,其中包含 DICOM 信息模型的四个层次——患者、研究、系列和实例。尽管 DICOM 解决了与医学图像存档相关的大多数问题,但它仍存在一些局限性。通过在每个 DICOM 对象中复制头信息来增加研究大小和解析开销。多帧 DICOM(MFD)就是为了解决这个问题而开发的。MFD 将属于一个系列的所有 DICOM 对象组合到单个 DICOM 对象中。因此,系列级别的属性被规范化,并且减少了头数据重复的数量。在本文中,介绍了多系列 DICOM(MSD)作为对 DICOM 标准的潜在扩展,允许更快地解析、传输和存储研究。MSD 将 MFD 对系列级属性的去重扩展到研究级属性。提出了一个存储整个研究的单个 DICOM 对象。开发了一种称为单遍去重算法的高效算法,用于在研究中查找和消除重复的数据元素。进行了一组实验来评估 MSD 和单遍去重算法的性能。实验表明,MSD 显著减少了数据重复的数量,并减少了读取和解析 DICOM 研究所需的时间。MSD 是解决 DICOM 关于头信息重复的局限性的一种可能的解决方案。