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CHILD: Human-in-the-Loop OOD Detection for Safe Clinical Deployment

Official repository for our MICCAI 2026 paper “CHILD: Human-in-the-Loop OOD Detection for Safe Clinical Deployment.”

🚧 Code Release Status

The codebase is currently being cleaned, documented, and organized for public release. The complete implementation and evaluation pipeline will be released by the end of 2026.

The release will include:

  • Risk-aware sample querying and score calibration
  • Streaming OOD evaluation pipeline
  • Data preparation and usage instructions

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Official implementation of our MICCAI 2026 paper "CHILD: Human-in-the-Loop OOD Detection for Safe Clinical Deployment."

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