Telehealth & Cancer Care Access
Mapping digital divides and telehealth infrastructure for cancer care across the United States.
PlaceXAI · Projects
Projects for
Projects for
real-world places
Research that turns interpretable spatial AI into decisions about cities, health, and climate.
Hospital Service Areas
Physics-informed graph learning for spatially contiguous, capacity-constrained hospital catchments (PG-MST).
Reconciled Accessibility (2SFCA)
Reconciling 2SFCA and i2SFCA via distance-decay parameterization for fair access measurement (R2SFCA).
Explainable Geospatial ML
An ensemble framework for interpretable, place-aware geospatial machine learning (XGeoML).
Urban Agglomeration Scanning
Delineating urban regions and cross-boundary collaboration in China via network community scanning.
Cancer Data Downscaling
Multi-constraint Monte Carlo interpolation of cancer incidence to fine spatial units.