Somalia Mortality Estimation Database (S-MED)
Platform Overview
A centralized, AI-driven repository designed to unify national mortality data, enabling precise modeling and evidence-based humanitarian response.
Context & Objectives
The S-MED Platform represents a critical infrastructure development for Somalia’s public health and humanitarian sectors. By aggregating fragmented datasets from multiple sources—including hospital registries and verbal autopsy surveys—it creates the first unified national framework for mortality surveillance.
Using advanced machine learning algorithms, the platform fills data gaps through predictive modeling and provides policymakers with real-time insights into mortality trends across time and geographic regions. It supports the Somali Federal Government and international partners in making evidence-based resource allocation decisions.
Platform Statistics
10+
Data Sources
18
Regions Covered
98%
Platform Uptime
AI
Powered Models
Core Capabilities
Mortality Estimation
Produces crude and age-specific mortality estimates using Bayesian hierarchical models that correct for under-reporting.
Spatial Analysis
Provides high-resolution geographic mapping to identify mortality hotspots and regional disparities across Somalia.
Data Integration
Uses automated data pipelines to collect, clean, standardize, and integrate information from humanitarian organizations and government institutions.
Policy Support
Generates exportable, evidence-based reports suitable for government decision-making, donor coordination, and strategic planning.
Who is S-MED for?
The Somalia Mortality Estimation Database (S-MED) supports
governments, researchers, and humanitarian organizations
with reliable mortality data for evidence-based planning,
research, and decision-making.
Government Agencies
Ministry of Health and National Bureau of Statistics for national planning.
Research Institutions
Epidemiologists and data scientists conducting longitudinal studies.
Humanitarian Partners
UN agencies and NGOs requiring rapid needs assessment data.
Ready to explore the data?
Access the secure dashboard to view the latest mortality estimates or
download the technical methodology report.