SeedSeg is a browser-based tool for automatic segmentation of gold fiducial markers in T1-weighted prostate MRI.
It uses a consensus of four 3D UNet models to detect three gold seed markers used in prostate radiotherapy treatment planning.
All computation runs locally in your browser using ONNX Runtime Web. No data is uploaded to any server.
Version
SeedSeg
Privacy
Your data never leaves your device.
SeedSeg runs entirely in your web browser using WebAssembly and ONNX Runtime. All processing occurs locally on your machine.
What this means
No data is uploaded to any server or cloud service
No internet connection is required after the page loads
Sensitive patient data remains on your computer at all times
There is no need to anonymise or de-identify your data before use
How it works
SeedSeg uses ONNX Runtime Web to run deep learning models directly in the browser via WebAssembly. Your NIfTI or DICOM files are read into browser memory, processed locally, and results are displayed without any network transfer.
Third-party services
SeedSeg does not use analytics, tracking, cookies, or any external services. The only network requests are loading the application itself and downloading model files (which are cached locally).