Xiao Furen 523ec7ee16 feat(core): implement vertebral body rewards and enhanced segmentation logic ... Introduces a new scoring component for vertebral body (VBODY) rewards to improve optimization accuracy. The update includes: - Added `vbody_tensor` to `OptimizationContext` and scoring functions to reward screw placement within the vertebral body. - Enhanced `segment_spinous_process` with diagnostic capabilities to detect spinous process absence (e.g., post-laminectomy). - Improved `resample_img` to prevent physical boundary clipping and handle interpolation more robustly for CT and label data. - Implemented a metadata cache using TinyDB in the preprocessing pipeline to skip low-resolution or insufficient scans efficiently. - Added robust error handling for NFS-based file operations and directory creation. - Added new visualization tools for bone figures and level plotting. refactor(imaging): improve segmentation and resampling precision - Refactored `seg_bone` to support original resolution binary masks and Signed Maurer Distance Maps (SMD) for more accurate boundary handling. - Updated `resample_img` to use `ceil` for output size calculation to ensure full physical coverage. - Optimized `process_single_image` to utilize metadata for skipping processing of invalid or low-quality scans.		2026-09-05 04:30:10 +08:00
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__init__.py	first commit	2026-04-10 13:25:27 +08:00
res_bone_figure.py	feat(core): implement vertebral body rewards and enhanced segmentation logic	2026-09-05 04:30:10 +08:00
res_cyl_nifti.py	first commit	2026-04-10 13:25:27 +08:00
res_cyl_to_CT.py	first commit	2026-04-10 13:25:27 +08:00
res_plot_3d.py	feat(core): implement vertebral body rewards and enhanced segmentation logic	2026-09-05 04:30:10 +08:00