ARK ML Studio
Frontier AI for Global Health Security
Foundation Model & ML Registry
27 production-ready models across 5 tiers — disease forecasting, risk assessment, health systems analytics, and more via API
Explore Our Model Registry
Click any model to view detailed specifications, performance metrics, and run predictions
Malaria Forecast
Predict malaria case counts using climate, intervention coverage, and historical epidemiological data
TB Predictor
Predict tuberculosis new cases using HIV co-infection, socioeconomic factors, and healthcare access
Dengue Warning
Early warning system for dengue outbreaks using climate signals and urbanization patterns
Cholera Risk
Risk tier classification and case estimation using WASH, flood risk, and climate indicators
Flu Predictor
Forecast influenza positivity and seasonal patterns using climate and FluNet surveillance data
Climate-Disease
Quantify climate-disease relationships across 274 ERA5 variables and multiple disease streams
Anomaly Detector
Detect anomalous disease patterns across multiple infectious disease streams simultaneously
AMR Forecast
Forecast antimicrobial resistance rates using consumption, infrastructure, and governance indicators
U5 Mortality
Predict under-five mortality rate using immunization, nutrition, WASH, and socioeconomic indicators
Neonatal Risk
Neonatal mortality risk scoring with skilled birth attendance and antenatal care indicators
Imm. Coverage
Predict gaps in DTP3, MCV1, and BCG immunization coverage across countries
MMR Forecast
Forecast maternal mortality ratio using birth attendance, antenatal care, and health expenditure
Campaign Optimizer
Optimize vaccination campaign timing and coverage targets using ML and operations research
Child Health Index
Composite child health scoring combining mortality, nutrition, immunization, and WASH indicators
UHC Predictor
Predict Universal Health Coverage index trajectories using multi-dimensional health system data
Workforce Forecast
Forecast required health workers per capita using population growth and disease burden projections
DH Readiness
Score country digital health readiness aligned with the Exemplars maturity framework
Resilience Index
Composite health system resilience scoring using Bayesian networks and principal components
R&D Pipeline
Predict pharmaceutical patent grant probability across 22 IPC therapeutic categories
Innovation Trends
Identify emerging therapeutic areas using topic modeling and patent trend decomposition
Access Gap
Score treatment accessibility gaps using patent landscape, health expenditure, and disease burden
Health Trajectory
Classify countries by health maturity stage aligned with the Exemplars/Global Fund framework
SDG 3 Forecast
Forecast SDG 3 health sub-target trajectories using cross-domain ensemble from 7,859 variables