UICC-TPCC, Institute of Pathology, Charite, Berlin, Germany.
Diagn Pathol. 2008 Apr 18;3:17. doi: 10.1186/1746-1596-3-17.
Progress in automated image analysis, virtual microscopy, hospital information systems, and interdisciplinary data exchange require image standards to be applied in tissue-based diagnosis.
To describe the theoretical background, practical experiences and comparable solutions in other medical fields to promote image standards applicable for diagnostic pathology. THEORY AND EXPERIENCES: Images used in tissue-based diagnosis present with pathology-specific characteristics. It seems appropriate to discuss their characteristics and potential standardization in relation to the levels of hierarchy in which they appear. All levels can be divided into legal, medical, and technological properties. Standards applied to the first level include regulations or aims to be fulfilled. In legal properties, they have to regulate features of privacy, image documentation, transmission, and presentation; in medical properties, features of disease-image combination, human-diagnostics, automated information extraction, archive retrieval and access; and in technological properties features of image acquisition, display, formats, transfer speed, safety, and system dynamics. The next lower second level has to implement the prescriptions of the upper one, i.e. describe how they are implemented. Legal aspects should demand secure encryption for privacy of all patient related data, image archives that include all images used for diagnostics for a period of 10 years at minimum, accurate annotations of dates and viewing, and precise hardware and software information. Medical aspects should demand standardized patients' files such as DICOM 3 or HL 7 including history and previous examinations, information of image display hardware and software, of image resolution and fields of view, of relation between sizes of biological objects and image sizes, and of access to archives and retrieval. Technological aspects should deal with image acquisition systems (resolution, colour temperature, focus, brightness, and quality evaluation procedures), display resolution data, implemented image formats, storage, cycle frequency, backup procedures, operation system, and external system accessibility. The lowest third level describes the permitted limits and threshold in detail. At present, an applicable standard including all mentioned features does not exist to our knowledge; some aspects can be taken from radiological standards (PACS, DICOM 3); others require specific solutions or are not covered yet.
The progress in virtual microscopy and application of artificial intelligence (AI) in tissue-based diagnosis demands fast preparation and implementation of an internationally acceptable standard. The described hierarchic order as well as analytic investigation in all potentially necessary aspects and details offers an appropriate tool to specifically determine standardized requirements.
自动化图像分析、虚拟显微镜、医院信息系统和跨学科数据交换的进展要求在基于组织的诊断中应用图像标准。
描述在自动化图像分析、虚拟显微镜、医院信息系统和跨学科数据交换等医学领域的理论背景、实践经验和类似解决方案,以促进适用于诊断病理学的图像标准。
基于组织的诊断中使用的图像具有病理学特异性特征。因此,似乎可以根据它们出现的层次结构来讨论它们的特征和潜在的标准化。所有级别都可以分为法律、医疗和技术属性。应用于第一级别的标准包括要遵守的规定或目标。在法律属性中,它们必须规范隐私、图像记录、传输和呈现的特征;在医疗属性中,必须规范疾病-图像组合、人机诊断、自动信息提取、档案检索和访问的特征;在技术属性中,必须规范图像采集、显示、格式、传输速度、安全性和系统动态的特征。下一级别的第二级必须实施上一级别的规定,即描述如何实施它们。法律方面应要求对所有与患者相关的数据进行安全加密,图像档案应至少包含用于诊断的所有图像,至少 10 年内的图像存档,以及日期和查看的准确注释,以及精确的硬件和软件信息。医疗方面应要求标准化患者文件,如 DICOM 3 或 HL 7,包括病史和以前的检查、图像显示硬件和软件信息、图像分辨率和视野、生物对象大小与图像大小之间的关系,以及访问档案和检索。技术方面应涉及图像采集系统(分辨率、色温、焦点、亮度和质量评估程序)、显示分辨率数据、实施的图像格式、存储、循环频率、备份程序、操作系统和外部系统可访问性。最低的第三级详细描述了允许的限制和阈值。目前,据我们所知,还没有一个包含所有提到的特征的适用标准;一些方面可以从放射学标准(PACS、DICOM 3)中获取;其他方面则需要特定的解决方案或尚未涵盖。
虚拟显微镜的进展和人工智能(AI)在基于组织的诊断中的应用要求快速准备和实施一个国际上可接受的标准。所描述的层次结构以及在所有必要的方面和细节进行的分析调查为具体确定标准化要求提供了适当的工具。