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Medical Imaging · Benchmarking

PENGWIN Pelvic Fracture AI Benchmark

Published
PENGWIN Pelvic Fracture AI Benchmark figure

Adapted from the official PENGWIN challenge branding. Source: PENGWIN Grand Challenge.

PENGWIN is a large-scale benchmark and MICCAI challenge series for pelvic fracture segmentation across CT and X-ray, spanning 48,600 simulated X-rays in the 2024 challenge and expanding to 500 CT cases with 340 participants worldwide.

Contributions

  • Co-organized MICCAI PENGWIN 2024 and 2026 challenges.
  • Built data and evaluation infrastructure for the benchmark.
  • Contributed to the multimodal dataset design covering CT and simulated X-ray.
Read Paper → Challenge Website →