Publicly Available Datasets
Dataset by Clinical Trial
Link to Dataset | Description |
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http://petiv.utu.fi/improd | IMPROD clinical trial, public access to all imaging data sets, scanned whole mount prostatectomy sections |
http://petiv.utu.fi/multiimprod | MULTI-IMPROD clinical trial, public access to all imaging data sets, scanned whole mount prostatectomy sections |
http://petiv.utu.fi/flucipro | FLUCIPRO clinical trial, public access to all imaging data sets, scanned whole mount prostatectomy sections |
Dataset by Publication Title
Files | Description |
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voxel_data.csv | Voxel-wise features using DWI decay modelling parameters: ADCm, ADCk and K, and corresponding Gabor textures from each parametric map. |
Files | Description |
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Split_2_Basic_Kallikreins_180.csv | Basic clinical and kallikreins data for split 2 training set. |
Split_2_ADC_T2W_WG_Radiomics_363_692.csv | ADC and T2W whole gland radiomics for 363 cases in data split 2. |
Split_2_ADC_T2W_Lesion_Radiomics_292_1797.csv | ADC and T2W lesion radiomics for 292 lesions in data split 2. |
Files | Description |
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bpMRI_Imaging_Review_SUPP_material.zip | Supporting material Figures. |
Files | Description |
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PPV_Radiology_Letter_SUPP_2020_05_19.pdf | Supporting material as pdf file. |
PROMOD_DataDictionary_2020-05-19.xlsx | PROMOD data dictionary as excel file. |
Files | Description |
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link to the article | Open access to the article at nature.com |
FLUCIPRO_mpMRI.pdf | mpMRI acquisition protocol |
FLUCIPRO_PET_MRI.ExamCard | PET/MRI acquisition protocol |
Supporting_Table_S1_FLUCIPRO_All_used_Variables.xlsx | All region-of-interest variables used in the analyses |
http://petiv.utu.fi/flucipro | Free public access to all imaging data sets, scanned whole mount prostatectomy sections |
Files | Description |
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mpMRI_reporting_schemes_Reader_B.zip | Reporting schema Reader B |
mpMRI_reports.zip | Report for each case |
Supporting materials | Link to supporting materials |
Files | Description |
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link to the article | Open access to the article at journals.plos.org |
supporting_figures.zip | Files DWI-Mono-ADCm-xxx.png, T2-fitted-xxx.png, and T2w-std-xxx.png correspond to ADCm and T2 parametric maps, and T2-weighted images of each patient, respectively. On the first row of slices they show positions of regions of interest placed on the prostate cancer lesions (red, yellow) and around whole prostate (white). The prostate mask is on the second row, while the remaining rows are lesion masks. Files histology-xx.jpg contain the whole mount prostatectomy sections of each patient, with tumor outlines in green. Please note that identical MRI acquisition protocol has been used on all patients, including slice thickness. Here all prostate cancer masks are show with corresponding whole mount prostatectomy sections. |
lesion_radiomics.zip | This file contains 7105 radiomics calculated for each 100 lesion from 62 patients in CSV format (comma-separated values). The first column contains the patient ID number. The second column contains the Gleason score group used for classifying: -1 for low score group, 1 for high score group. The rest of the columns are the calculated feature averages over each lesion. The first row with column description contains the feature names. |
Files | Description |
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README.txt | |
https://github.com/haanme/ProstateFeatures | Feature extraction algorithms |
Scan_1_QC | Quality control files for 1st repetition |
Scan_2_QC | Quality control files for 2nd repetition |
Features_ADCk_N78_rep1.txt | Most relevant features of 1st repetition of ADCk in training/validation set |
Features_ADCk_N78_rep2.txt | Most relevant features of 2nd repetition of ADCk in training/validation set |
Features_K_N78_rep1.txt | Most relevant features of 1st repetition of K in training/validation set |
Features_K_N78_rep2.txt | Most relevant features of 2nd repetition of K in training/validation set |