TotalSpineSeg —
Worker pipeline v2
Two ResEncUNet L=7 models + host-side iterative anchor labeling for per-vertebra / per-disc instance segmentation on lumbar-and-cervical MRI.
[256,256,96]
patch /
1.0 mm
iso. All compute in C/WGSL. ·
legacy filename
Pipeline:
NIfTI → crop + z-score → separate_z →
step1 (9 regions)
→
CC chain (anchor labeling)
→
step2 Cin=2 (11 regions)
→ inverse separate_z (logits) → segmentation NIfTI. Weights (~1.1 GB) cached in IndexedDB on first load.
Clear cache
① Init (WASM + both models, ~1.1 GB)
② Upload NIfTI
③ Run full chain
④ Download seg.nii.gz
Log
Slice viewer
Slice:
0
Show:
step2 (final)
chain hint
step1 raw
Canonical MR (z-scored)
Labels
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