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

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

本数据集包含114张前列腺T2加权磁共振成像（T2-weighted MRI）及对应的分割掩码。该分割掩码包含两类标签：1为移行区（Transition Zone），2为外周带（Peripheral Zone，原文拼写为Peripherial Zone）。多数影像附带对应的前列腺影像报告和数据系统（Prostate Imaging Reporting and Data System，PIRADS）评分与前列腺特异性抗原（Prostate Specific Antigen，PSA）数值，相关数据可在文件PSA_PIRADS.csv中获取。若需了解该数据集影像的更多详情，请参阅下述文献。若使用本数据集，请引用以下两篇文献：
1. 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. 《Journal of Clinical Medicine》2023, 12, 2836. https://doi.org/10.3390/jcm12082836
2. Gibała, S.; Obuchowicz, R.; Lasek, J.; Piórkowski, A.; Nurzynska, K. Textural Analysis Supports Prostate MR Diagnosis in PIRADS Protocol. 《Applied Sciences》2023, 13, 9871. https://doi.org/10.3390/app13179871