Author

Daniel B. Neill

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#machine learning Preprint Oct 2026

Planetary Geospatial Foundation Models: A New Paradigm for Global Public Health

Independent global health case studies of Google Earth AI's Population Dynamics Foundation Model (PDFM) address critical surveillance gaps across domains, and showcase capabilities of geospatial foundation models for public health surveillance.

Arbaaz Muslim, Aviv Slobodkin, Katherine Wheeler-Martin et al. · 0 citations

Aug 2026

Flexibly Incorporating Prior Information Into Subset Scan Statistics

It is demonstrated that this approach maintains computational efficiency and exact detection of the highest-scoring subset for small-sized filter sets, and initial results for scaling to larger-sized filter sets are presented.

Daniel B. Neill, Shi-Zhan Gong, Ellie Haber et al. · Methodology and Computing in... · 0 citations