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前列腺多参数 MRI 的带注释复测数据集。

An annotated test-retest collection of prostate multiparametric MRI.

机构信息

Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.

PixelMed Publishing, Bangor, PA, USA.

出版信息

Sci Data. 2018 Dec 4;5:180281. doi: 10.1038/sdata.2018.281.

Abstract

Multiparametric Magnetic Resonance Imaging (mpMRI) is widely used for characterizing prostate cancer. Standard of care use of mpMRI in clinic relies on visual interpretation of the images by an expert. mpMRI is also increasingly used as a quantitative imaging biomarker of the disease. Little is known about repeatability of such quantitative measurements, and no test-retest datasets have been available publicly to support investigation of the technical characteristics of the MRI-based quantification in the prostate. Here we present an mpMRI dataset consisting of baseline and repeat prostate MRI exams for 15 subjects, manually annotated to define regions corresponding to lesions and anatomical structures, and accompanied by region-based measurements. This dataset aims to support further investigation of the repeatability of mpMRI-derived quantitative prostate measurements, study of the robustness and reliability of the automated analysis approaches, and to support development and validation of new image analysis techniques. The manuscript can also serve as an example of the use of DICOM for standardized encoding of the image annotation and quantification results.

摘要

多参数磁共振成像(mpMRI)广泛用于前列腺癌的特征描述。临床中标准的 mpMRI 使用依赖于专家对图像的视觉解读。mpMRI 也越来越多地被用作疾病的定量成像生物标志物。关于此类定量测量的可重复性知之甚少,也没有公开可用的测试-重测数据集来支持对前列腺基于 MRI 的定量的技术特征进行研究。在这里,我们提供了一个包含 15 名受试者的基线和重复前列腺 MRI 检查的 mpMRI 数据集,这些数据集经过手动注释以定义对应于病变和解剖结构的区域,并附有基于区域的测量结果。该数据集旨在支持对 mpMRI 衍生的定量前列腺测量的可重复性进行进一步研究,研究自动分析方法的稳健性和可靠性,并支持新的图像分析技术的开发和验证。本文也可以作为使用 DICOM 对图像注释和量化结果进行标准化编码的示例。

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