DyABD: Dynamic MRI Benchmark for Abdominal Muscle Segmentation
Researchers introduced DyABD, a benchmark dataset of dynamic abdominal MRIs from hernia patients. It is the first dataset for abdominal muscle segmentation, featuring MRIs taken during exercises, pre- and post-surgery. Evaluation of existing models shows significant room for improvement.
Key facts
- DyABD is a benchmark dataset of dynamic abdominal MRIs.
- Dataset includes patients with abdominal hernias.
- First dataset for abdominal muscle segmentation.
- MRIs acquired during patient exercises.
- Includes pre and post corrective MRIs.
- Aims to address high hernia recurrence rates.
- Evaluates segmentation models across Supervised, Few Shot, Zero Shot paradigms.
- Results show substantial room for improvement.
Entities
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