MONAI wholeBody_ct SegResNet with worker-backed upload, CT preprocessing,
adaptive K/N tiled sliding, canonical-space export, and real CT reference verify.
ยท legacy parity probe
Execution path: NIfTI load -> Orient(RAS) -> Spacing(1.5mm) ->
NormalizeIntensity(nonzero) -> ScaleIntensity(-1..1) -> SegResNet tiled
sliding. The heavy path runs through C/WASM orchestration and WebGPU kernels;
the worker keeps the UI responsive.
Download: ~72 MB model weights plus a real CT canonical fixture when
using the default path. Real CT volumes can run for minutes. Auto memory mode
uses the shared SegResNet K/N picker; Safe is the lowest peak path and may
rerun boundary patches.