fidoptPIANO hand MRI, bones
MR of one hand in one pose with its bones as one mask (PIANO).
10 test caseshandimage MR
Read before comparing (3)
- Cases. The fixed images of HandMR's pairs: a test pair's image is a test case, a development pair's a development case. The moving images are left out: their headers carry the pair's start, so they are not the images as delivered.
- People. The release, part 1 of PIANO, holds 50 of its 200 T1 scans of 35 people in up to 50 poses, without the person or pose of each volume. The corpus grouped the volumes by their bones, which no pose changes: rigid fits of each bone, image correlation around the second and third metacarpals and eight other bones, and the lengths between joints.
- Groups. Around the two metacarpals one person's volumes correlate 0.60 to 0.92, two people's at most 0.72 (median 0.37); a look at the bones settled the closest calls. Twelve people appear in 2 to 5 volumes, mostly runs of consecutive numbers; the 13 other volumes match no other clearly enough and are left out. The grouping is ours, not the provider's.
No method has a result on every case of this dataset yet.
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
The first test caseClick to look at every case.
- Truth
- contours by a program, verified by people the dataset's bone mask on each image, the carpal bones, metacarpals and phalanges in one label (1)
- Source
- github.com/reyuwei/PIANO_mri_data
liyuwei.cc/proj/piano
doi.org/10.24963/ijcai.2021/113
arxiv.org/abs/2202.04533
github.com/reyuwei/PIANO_model - Licence
- Apache-2.0 (the licence of the repository that releases the dataset)
2 cases for tuning, never tested
48_49/fixed, 14_15/fixed