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README.md
This is a dataset with multiparametric prostate MRI applied in a test-retest setting, allowing to evaluate repeatability of the MRI-based measurements in the prostate. There is very limited data about the repeatability in mpMRI of the prostate, while such information is critical for establishing technical characteristics of mpMRI as imaging biomarker of prostate cancer.
Data Collection
Acquisition Protocol: Standard prostate mpMRI protocol implemented at Brigham and Women's Hospital
was used in this study. For a given patient, we aimed to maintain similar protocol settings, and
used the same scanner hardware and software configurations for both the baseline and repeat
examinations, which were acquired within 2 weeks of time. All of the imaging studies were acquired
at 3 Tesla magnet strength. Due to the scanner hardware upgrade in the middle of the study, 6 of
the patients had baseline and repeat study performed on a GE Signa HDxt platform, software release
15.0_M4A_097.a, while the remaining 7 patients were scanned on a GE Discovery MR750w, software
release DV24.0_R01_1344 (General Electric Healthcare, Milwaukee, WI). Transrectal coil within an
air-filled balloon (Medrad Inc., Warrendale, PA) was used in all imaging studies. mpMRI protocol
included T2-weighted, Diffusion Weighted (DW) (b-values of 0 and 1400 mm/s2) and Dynamic Contrast
Enhanced (DCE) sequences. Detailed acquisition parameters are listed in Table 1 of [1]. DWI
Apparent Diffusion Coefficient (ADC) and DCE subtract maps (further referred to as SUB; computed as
the difference between the phase corresponding to the contrast bolus arrival and the baseline
phase) were generated using the scanner software.
The imaging data is accompanied by the following types of derived data:
- manual segmentations of the total prostate gland, peripheral zone of the prostate gland, suspected tumor and normal regions (where applicable). Segmentations were done by a radiologist with the expertise in prostate MRI
- volume measurements (for axial T2w images and ADC images) and mean ADC (for ADC images)
corresponding to the segmented regions.
Both segmentations and segmentation-based measurements are stored as DICOM objects (DICOM Segmentation images and DICOM Structured Reports that follow DICOM SR TID 1500). For the details about data representation and tools available to convert and visualize the data see [2].
In the future we plan to augment this dataset with the parametric maps obtained using that analysis (in DICOM), and potentially (pending IRB clearance) clinical data (demographics, PSA), pathology sampling data (biopsy Gleason score) and results of PI-RADS interpretation.
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