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MNCH

Mother, Newborn &
Child Health

MNCH is one of the programs PA Lab supports most directly with dedicated AI models. Timely predictive insights into infant and maternal mortality risk allow health workers to intervene before complications become fatal — turning routine health records into an early warning system for the most vulnerable mothers and newborns.

Infant & maternal mortality risk models
Early warning from routine health records
The Models

The AI Models Behind This Program

IMR Prediction

Infant Mortality Rate Predictor

Forecasts infant mortality risk from district to facility levels across Sindh, identifying high-risk areas and vulnerable newborns for timely intervention.

Model Accuracy
87%
MMR Prediction

Maternal Mortality Rate Predictor

Forecasts maternal mortality risks across Sindh, identifying vulnerable women and high-risk areas for targeted support and early intervention.

Model Accuracy
90%+
How It Works

From Health Record to Timely Intervention

Health Record
Maternal & Newborn Data
→
DHPS Predicts Risk
IMR & MMR Models
→
High-Risk Flagged
Facility & District Level
→
Timely Intervention
Lives Protected

These models are part of our full suite of AI Prediction Systems, alongside LHW performance and clinical decision support tools.

See all AI Prediction Systems