PlaceXAI · Publications

Featured publications

Recent work (2024–2026) on telehealth & cancer accessibility, explainable GeoAI, spatial methods, and open visual-programming platforms. Full list at migis.net.

2026

2026

Physics-informed graph learning for spatially contiguous and capacity-constrained hospital service areas

Computers, Environment and Urban Systems · with F. Wang

2026

Open visual programming extensions in KNIME for reproducible earth observation analytics

Environmental Modelling & Software · with Kötter, Franklin, Wang

2026

Spatial and telehealth accessibility to eating disorder treatment in the United States

International Journal of Health Geographics · with Huo, Beccia, Richmond, Austin

2026

Telehealth Scale and Artificial Intelligence Adoption Tiers Across Clinical and Operational Domains

Journal of Medical Internet Research

2026

Telehealth Infrastructure for Cancer Care in the United States

Scientific Data · with Onega, Moen, Tosteson, Smith, Wang, Cowan, Wang

2025

2025

Reconciling 2SFCA and i2SFCA via distance decay parameterization

International Journal of Geographical Information Science · with F. Wang

2025

Digital Divides in Telehealth Accessibility for Cancer Care in the United States

npj Digital Medicine · with Onega, Moen, Tosteson, Smith, Wang, Cowan, Wang

2025

H3-MOSAIC: Multimodal Generative AI for Semantic Place Detection from High-Frequency GPS

International Journal of Health Geographics · with Franklin, Cheong, Cong, Byun, Oh, Torous

2025

Cancer Incidence Data at the ZCTA Level in the U.S. Interpolated by Multi-Constraint Monte Carlo

Scientific Data · with Wang, Onega

2025

Delineating urban agglomeration regions in China by network community scanning

Cities · with F. Wang

2025

A multi-constraint Monte Carlo simulation approach to downscaling cancer data

Health & Place · with Cowan, Wang, Onega

2025

Detecting cross-boundary regional collaboration in China using network community scanning

Environment and Planning B: Urban Analytics and City Science · with F. Wang

2025

Visual programming-based geospatial cyberinfrastructure for open-source GIS education 3.0

Cartography and Geographic Information Science · with Guan, Wang, Bao

2024

2024

An ensemble framework for explainable geospatial machine learning models

International Journal of Applied Earth Observation and Geoinformation

2024

Elevating the RRE framework for geospatial analysis with visual programming platforms

International Journal of Applied Earth Observation and Geoinformation · with Wang, Fu, Kötter, Sturm, Guan, Bao

2024

Geospatial Analytics Extension for KNIME

SoftwareX · with Fu, Kötter, Sturm, Haubold, Guan, Bao, Wang