
A scan segmented twice in the browser, on lifetime curves
A public, defaced T1 segmented twice on WebGPU inside a browser tab, brainchop then FastSurferVINN, and its grey matter, white matter and ventricles placed on BrainChart's lifetime curves.
MethodsRecorded in headless Chrome from the Scan Lab: a defaced T1 from the IXI dataset, conformed in the tab; brainchop MeshNet (TF.js on WebGPU), then FastSurferVINN 2.5.4 as ONNX (onnxruntime-web 1.30 on WebGPU); grey matter, white matter and ventricle volumes placed on BrainChart's centile curves (Bethlehem et al. 2022); then the labelled brain in the app's WebGPU engine. The scan never left the tab: 332 requests, none off-origin·predicted
SourcesIXI dataset (Imperial College London), one defaced T1,CC BY-SA 3.0·BrainChart lifetime centile models (Bethlehem et al. 2022),Manuscript CC BY 4.0; models shared for non-commercial use·FastSurfer 2.5.4 (Henschel et al. 2020, 2022),Apache-2.0·brainchop (Masoud et al. 2023),MIT







