Published March 3, 2023 | Version v1
Dataset Open

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

Creators

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

Description

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

Files

prostate_dataset.zip

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