Table 1 Comparison of CirrMRI600+ dataset with other liver and abdominal organ segmentation datasets. “–” refers to missing information due to data unavailability.
From: Large Scale MRI Collection and Segmentation of Cirrhotic Liver
Dataset | # Organs | Cirrhosis | # Patients | # Slices | # Anns per Scan | Modality | Year |
|---|---|---|---|---|---|---|---|
KiTS26 | 1 | ✗ | 300 | 23,337 | 997K | CT | 2019 |
LiTS27 | 1 | ✗ | 201 | 29,402 | 3410K | CT | 2018 |
MSD-Spleen27 | 1 | ✗ | 61 | 1,563 | 40K | CT | 2018 |
MSD-Prostate27 | 1 | ✗ | 48 | 712 | 15K | MRI | 2018 |
MSD-Pancreas27 | 1 | ✗ | 420 | 13,141 | 144K | CT | 2018 |
Duke Liver14 | 1 | † | 105 | 113,280 | — | MRI | 2023 |
BTCV28 | 13 | ✗ | 50 | 3,629 | 431K | CT | 2015 |
VISCERAL29 | 20 | ✗ | 120 | — | — | CT & MRI | 2016 |
CHAOS30 | 4 | ✗ | 80 | 1,989 | 52K | CT & MRI | 2019 |
AbdomentCT-1K31 | 4 | ✗ | 1112 | 34,497 | 3412K | CT | 2021 |
AMOS32 | 15 | ✗ | 600 | 74,026 | 9952K | CT & MRI | 2022 |
TotalSegmentor15 | 104 | ✗ | 1228 | — | — | CT | 2023 |
AbdomenAtlas-8K33 | 8 | ✗ | 8,448 | 3,200K | — | CT | 2024 |
MRSegmentator4 | 40 | ✗ | 1200 | — | — | CT | 2024 |
CirrMRI600+ (Ours) | 1 | ✓ | 339 | 39,954 | 688K | MRI (T1W & T2W) | 2024 |
