5,195 annotated CT volumes featuring voxel-level labels for eight abdominal organs including the spleen, liver, kidneys, stomach, gallbladder, pancreas, aorta, and IVC. This collection supports the Touchstone Benchmarking Project for evaluating semantic segmentation algorithms in medical imaging.
Use Cases
- Train semantic segmentation models to automatically delineate organ boundaries using the provided spleen, liver, and kidney annotations
- Benchmark the performance of diverse medical imaging algorithms against the Touchstone Benchmarking Project standards
- Develop multi-organ localization systems targeting the aorta and IVC within 3D CT volumes
Strengths
- Contains 5,195 fully-annotated CT volumes
- Includes segmentation masks for 8 specific organs: spleen, liver, kidneys, stomach, gallbladder, pancreas, aorta, and IVC
- Developed by the CCVL research group at Johns Hopkins University for the Touchstone Benchmarking Project