MICCAI 2022 Challenge
QuaD22
Quality augmentation in diffusion MRI for clinical studies:
Validation in migraine
RESULTS
MICCAI 2022 Challenge
Quality augmentation in diffusion MRI for clinical studies:
Validation in migraine
RESULTS
36 groups downloaded the training data and 14 groups submitted results. Here is the list of participants
|
1
|
AF
|
University of Rochester
|
|
2
|
ZJUWULAB
|
Zhejiang University
|
|
3
|
LfB
|
Aachen University
|
|
4
|
AINI
|
Harvard University
|
|
5
|
UCL-CMIC
|
University College London
|
|
6
|
Ucair
|
University of Utah
|
|
7
|
ZJUT_IAISRC
|
Zhejiang University
|
|
8
|
uiowa_v2
|
University of Iowa
|
|
9
|
uiowa
|
University of Iowa
|
|
10
|
Diffusioneers
|
Universidade
de São Paulo
|
|
12
|
Luschka
|
Tianjin University
|
|
13
|
SNU_AIML
|
Shiv Nadar University
|
|
14
|
SaPaSt
|
New York University
|
|
15
|
314_JUNIORS
|
Zhejiang University
|
|
16
|
SNAC
|
The University of Sydney
|
Results of the different groups are as follows for the 3 different quality measures (TBSS, ROI and TOTAL).
|
TBSS
|
ROI
|
TOTAL
|
RANKING
|
|
|
314_JUNIORS
|
0,73
|
0,76
|
0,75
|
15
|
|
LfB
|
0,87
|
0,88
|
0,88
|
3
|
|
AF
|
0,87
|
0,89
|
0,88
|
1
|
|
Ucair
|
0,87
|
0,88
|
0,87
|
6
|
|
Luschka
|
0,82
|
0,86
|
0,84
|
12
|
|
AINI
|
0,87
|
0,88
|
0,87
|
4
|
|
uiowa
|
0,84
|
0,88
|
0,86
|
9
|
|
uiowa_v2
|
0,85
|
0,87
|
0,86
|
8
|
|
ZJUWULAB
|
0,88
|
0,88
|
0,88
|
2
|
|
SNAC
|
0,73
|
0,73
|
0,73
|
16
|
|
Diffusioneers
|
0,85
|
0,86
|
0,86
|
10
|
|
ZJUT_IAISRC
|
0,87
|
0,86
|
0,87
|
7
|
|
UCL-CMIC
|
0,87
|
0,88
|
0,87
|
5
|
|
SNU_AIML
|
0,83
|
0,85
|
0,84
|
13
|
|
SaPaSt
|
0,80
|
0,86
|
0,83
|
14
|
The same results are now shown as "improvement with respect to the 21 gradient case":
|
TBSS
|
ROI
|
TOTAL
|
RANKING
|
|
|
314_JUNIORS
|
-56.1%
|
-78.95%
|
-66.1%
|
15
|
|
LfB
|
26.3%
|
10.53%
|
19.4%
|
3
|
|
AF
|
25.6%
|
15.79%
|
21.3%
|
1
|
|
Ucair
|
23.2%
|
5.26%
|
15.3%
|
6
|
|
Luschka
|
-1.8%
|
-5.26%
|
-3.3%
|
12
|
|
AINI
|
28.1%
|
5.26%
|
18.1%
|
4
|
|
uiowa
|
8.2%
|
5.26%
|
6.9%
|
9
|
|
uiowa_v2
|
15.2%
|
0.00%
|
8.5%
|
8
|
|
ZJUWULAB
|
31.8%
|
5.26%
|
20.2%
|
2
|
|
SNAC
|
-56.1%
|
-105.26%
|
-77.6%
|
16
|
|
Diffusioneers
|
14.1%
|
-5.26%
|
5.6%
|
10
|
|
ZJUT_IAISRC
|
25.3%
|
-5.26%
|
12.0%
|
7
|
|
UCL-CMIC
|
26.3%
|
5.26%
|
17.1%
|
5
|
|
SNU_AIML
|
1.4%
|
-10.53%
|
-3.8%
|
13
|
|
SaPaSt
|
-13.1%
|
-5.26%
|
-9.6%
|
14
|
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