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4 commits

Author SHA1 Message Date
695bbb6e11 refactor(nnu): transition to native volume processing for Pipeline B
Update the nnU-Net pipeline to operate on native (unprocessed) volumes
instead of preprocessed ones. This allows nnU-Net to utilize its own
`plan_and_preprocess` logic for resampling, cropping, and normalization,
ensuring Pipeline B remains distinct from Pipelines A and C.

- Update `scripts/05_build_splits.py` to include native `img` and `label`
  paths in the manifest rows.
- Modify `scripts_nnu/01_nnu_prepare_dataset.py` to symlink native
  volumes and implement a label fix-up mechanism for non-conforming grids.
- Update `scripts_nnu/04_nnu_pseudo_label.py` and `05_nnu_eval_test.py`
  to use native image paths and perform selection/evaluation in physical
  mm on the native grid.
- Refactor `scripts_nnu/nnu_common.py` to handle native-grid label
  alignment and volume-based selection gates.
- Update `README.md` to document the preprocessing differences between
  Pipelines A/C and Pipeline B.
2026-09-26 12:44:40 +08:00
77adc2b3af feat(monai): add MONAI pipeline C implementation
Introduce the third segmentation pipeline using MONAI (1.6.x) to allow
direct comparison with Pipelines A and B. This includes the implementation
of the iterative pseudo-labeling workflow, training scripts, and
inference protocols.

- Add `scripts_monai/` directory containing the MONAI pipeline scripts.
- Update documentation in `README.md` and `AGENTS.md` to include MONAI
  package requirements and pipeline details.
- Configure `.gitignore` to exclude MONAI-specific run directories.
- Update data directory descriptions to include MONAI pseudo-labels.
2026-09-26 11:04:20 +08:00
8c813db209 docs(readme): update project documentation and directory structure
Update README.md to include detailed project overview, environment
requirements, data sources, and a comprehensive directory layout.
Add nnU-Net pipeline documentation and directory descriptions.

Update .gitignore to exclude nnU-Net specific directories and add
new scripts directory for nnU-Net pipeline.

Add initial nnU-Net pipeline scripts.
2026-09-26 06:45:36 +08:00
db9c6c4985 first commit 2026-09-25 10:15:20 +08:00