3 commits

Author	SHA1	Message	Date
Furen Xiao	e7721760f2	Enhance MONAI training scripts and models for Pipeline B and C ... - Updated `05_monai_run_iterative.py` to include legacy mode and improved configuration options for training. - Introduced `UNetBAligned` class in `monai_common.py` for deep supervision and instance normalization. - Modified `train_transform` and `make_dataloader` in `monai_common.py` to support B-aligned data protocol with Z-score normalization and augmentation. - Added new loss functions `nn_dc_and_ce` and `b_dc_and_ce` in `losses.py` for improved training performance. - Enhanced `Unet3D` architecture in `unet3d.py` to support leaky ReLU and deep supervision. - Created new augmentation functions in `augment_b.py` for Pipeline B's training, including rotation, scaling, and noise. - Implemented new training scripts `run_b_100ep_stages.sh` and `run_c_bloss_100ep_after_b.sh` for structured training and evaluation. - Updated dataset handling in `dataset.py` to accommodate new augmentation and normalization strategies.	2026-10-08 05:28:15 +08:00
Furen Xiao	f87e5c51af	Refactor code structure for improved readability and maintainability	2026-10-02 19:00:07 +08:00
Furen Xiao	96733e370d	docs(benchmark): add rigid registration pipeline benchmark documentation ... Document the unified benchmark contract, per-pipeline settings, and evaluation details for the six rigid CT-to-T1c registration pipelines.	2026-10-02 18:59:08 +08:00

Renamed from REGISTRATION_BENCHMARK.md (Browse further)