Expanded Immunization System (EPI)
The EPI) is a globally recognized public health initiative that aims to ensure access to immunization services for all children, protecting them from vaccine-preventable diseases. The program also contributes to improved child health, decreased child mortality, and the eradication of certain diseases. our developed EPI dashboard monitors immunization coverage and identifies gaps in service delivery. It also identifies areas with low vaccination rates, allowing targeted interventions to reach underserved populations.By selecting a certain region or duration from the dropdown list on the page, users will see information regarding vaccination coverage among various age groups of children. They can also access the necessary information by using the map given in the middle of the page.
- Defaulter prediction model to accurately identify children at high risk of defaulting from Pakistan's with machine learning algorithms yielding 98.5% accuracy.
- Prediction framework to accurately identify defaulters in Pakistan by identifying children who are miss any of the vaccines in the immunization schedule.
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Smart Healthcare Using Data-Driven Prediction of Immunization Defaulters in Expanded Program on Immunization (EPI), 2020
A data-driven framework for introducing predictive analytics into expanded program on immunization in Pakistan, 2020
Critical Review of Data Analytics Techniques used in the Expanded Program on Immunization (EPI), 2020