fidoptPROMISE12, prostate
T2 MR of one patient's prostate, with the challenge's reference segmentation of the gland (PROMISE12).
Read before comparing (1)
- Cases. The fixed images of PROMISE12's pairs, each on its pair's side of the split. The moving images are left out.
| Accuracy | Cost | |||||||
|---|---|---|---|---|---|---|---|---|
| # | Method | Dice | Surface Dice | HD95 mm | Time s | RAM GB | GPU GB | Images |
| 11–2 | KonfAI segmentation app · TotalSegmentator (total_mr), the authors' packageGPUapp | 0.774 ±0.124 | 0.446 ±0.096 | 7.81 ±5.37 | 18 | 10.4 | 2.3 | |
| 21–2 | KonfAI segmentation app · TotalSegmentator (total_mr), KonfAI appGPUapp | 0.720 ±0.164 | 0.395 ±0.120 | 8.75 ±4.68 | 14 | 2.3 | 2.1 | |
The order averages each method's ranks on Dice, Surface Dice, HD95 mm, so the first one is not always the best in every column. ± is the 95% interval of the mean over the 10 cases. Two neighbours are tied when a paired Wilcoxon test on the shared cases does not find the upper one better on Dice (5%): the places a method could hold are then shown under its own. The best value of each column is in colour. Click a row to see its images, a column title to sort by it. Time and memory measured on Workstation.
Dice: how much the organ contours overlap, 1 is perfect. Surface Dice: the share of the contours' surfaces within a tolerance of each other, 1 is perfect. HD95: distance between the contours' surfaces.
Case by case
Click a score to look at that result: the image, the truth in green and the method's map in red. Underlined scores have their image; for the others you see the case without the result.
About the data
- Truth
- contours by experts the challenge's reference segmentation of the prostate on each image, one label
- Source
- zenodo.org/records/8026660
promise12.grand-challenge.org/Details
doi.org/10.1016/j.media.2013.12.002 - Licence
- none stated beyond the record's LICENSE.TXT: 'You can use this data for your research', citing the paper being mandatory (Zenodo: Other (Attribution))
10 cases for tuning, never tested
test-Case14_test-Case20/fixed, test-Case01_test-Case00/fixed, test-Case29_live-Case05/fixed, test-Case12_test-Case08/fixed, live-Case04_test-Case15/fixed, live-Case17_test-Case03/fixed, test-Case22_test-Case28/fixed, live-Case12_test-Case10/fixed, live-Case03_test-Case18/fixed, live-Case15_test-Case05/fixed