AWARE is a decision support tool for Avoiding WAste in health REsearch. It allows users to upload studies and assess their value for decision-making. In development.

Clinical decision support for LAI-PrEP bridge period

Hannah Ostroff James

Official AI ROI Dataset (N=200). Longitudinal analysis of B2B AI deployments (2022-2025). Verified 159.8% median ROI. Peer-reviewed methodology for SMEs/ETIs and Fractional CAIOs.

Alluvial (Sankey) visualization of ADA diabetes guideline concordance using NHANES data, illustrating treatment gaps across patient risk profiles.

Hierarchical cluster analysis of AI implementation barriers among K-12 educators (N=189). Person-centered approach reveals 8 distinct constraint profiles with inverse cost-skill relationship (φ=-.246). JASP for statistics, Python for visualization. Published: DOI 10.5281/zenodo.17519099

Immunologically grounded transmission modelling of OPV and IPV strategies for polio control in Papua New Guinea, addressing cVDPV risk, vaccination timing, and policy design in fragile health systems.