Resources

Resources and collaboration

The datasets, documentation, and engagement channels behind the program. We emphasize responsible data stewardship and transparent sharing.

Core datasets

Open-source roadmap

SegFormer deployment scripts

Containerized pipelines for MRI preprocessing, segmentation, DaT-SPECT alignment, and SBR extraction. Repository in preparation.

Progressive agent notebooks

Reference implementations of stochastic Hamiltonian policy optimization and uncertainty calibration on synthetic cohorts, packaged with the upcoming technical note.

Motion and correlation demos

Interactive applications highlighting sensor-clinical correlations, counterfactual therapy simulations, and visualization of asymmetric gait patterns; the live one is the patient portal.

Engage with us

Responsible data stewardship

Collaborations are structured to meet HIPAA and applicable data-protection and sponsor requirements through signed data-use agreements and IRB review. De-identified data resides on UT Austin secure computing infrastructure approved for restricted data, with audit trails; where raw-data sharing is constrained, we scope data-minimizing or no-egress alternatives per site. Full governance terms are on the partners page.