Prostate MRI T2-weighted images with peripherial and trasition zone segmentations including corresponding PIRADS and PSA values

Zenodo2023-03-03 更新2026-04-07 收录

前列腺MRI分割

前列腺癌风险

数据链接：

https://zenodo.org/record/7676957 数据链接链接失效反馈

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资源简介：

This dataset contains 114 t2-weighted MRI images of the prostate with corresponding segmentations.The segmentations include two labels, 1 - Transition Zone, 2 - Peripherial Zone. Most of the images include corresponding PIRADS and PSA values, which are available in the file PSA_PIRADS.csv. For more information concerning the images, see the following article. Please cite the following articles, if you are using this dataset: Gibala, S.; Obuchowicz, R.; Lasek, J.; Schneider, Z.; Piorkowski, A.; Pociask, E.; Nurzynska, K. Textural Features of MR Images Correlate with an Increased Risk of Clinically Significant Cancer in Patients with High PSA Levels. J. Clin. Med. 2023, 12, 2836. https://doi.org/10.3390/jcm12082836 Gibała, S.; Obuchowicz, R.; Lasek, J.; Piórkowski, A.; Nurzynska, K. Textural Analysis Supports Prostate MR Diagnosis in PIRADS Protocol. Appl. Sci. 2023, 13, 9871. https://doi.org/10.3390/app13179871

提供机构：

Department of Algorithmics and Software, Silesian University of Technology, 44-100 Gliwice, Poland; Department of Diagnostic Imaging, Jagiellonian University Medical College, 31-501 Krakow, Poland; Department of Biocybernetics and Biomedical Engineering, AGH University of Science and Technology, 30- 059 Krakow, Poland; Ultragen Medical Center, Urology Department, 31-572 Krakow, Poland; Faculty of Geology, Geophysics and Environmental Protection, AGH University of Science and Technology, 30-059 Krakow, Poland

创建时间：

2023-03-03