Auto-contoured GTV/CTV/PTV with dose-response priors.
Auto-contoured GTV/CTV/PTV with dose-response priors.
GLIO-RAD is one of 11 subsystems that compose AURORA-GLIO. It is independently usable but shares the same patient representation, provenance log and governance layer as every other AURORA module.
Radiotherapy planning is one of the longest, most consequential and most repeatable parts of glioma care — and one of the most varied across centres. GLIO-RAD ships an auto-contoured GTV/CTV/PTV pipeline with dose-response priors that match published RTOG guidance, and explicit margin uncertainty drawn from GLIO-INFIL.
It is decision support, not a treatment planning system. The output is a candidate plan and an explanation, fed to the existing TPS the centre already uses.
GLIO-RAD can be installed standalone, or pulled in as part of the full AURORA-GLIO stack. Both ship the same code and weights, signed end-to-end. Pilot partners have access today; public alpha opens Q4 2026.
pip install aurora-glio[rad] aurora glio.rad plan \ --case case.aurora \ --schema rtog-0825
GLIO-RAD moves faster when the right people are in the room. Whether you carry a service line, a registry, or a few quiet weekends — there is a way in.
Sponsor GLIO-RAD for your unit. Co-design the surface, the audit log and the override semantics with the team that built it. Pilot sponsors keep a council seat for the duration.
Run a research question on GLIO-RAD. Federation means you can train across populations you cannot see alone. Whitepapers carry co-authorship, not acknowledgements.
GLIO-RAD ships starter tasks tagged 'good-first-issue' on the pilot repo. SDKs in Python, TypeScript and Rust at public alpha. MIT, no CLA.
AURORA is in private pilot today and opens to the world at public alpha in Q4 2026 under MIT. If you carry the weight of these diseases — as a clinician, scientist, builder, patient or advocate — there is a seat at the table.