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Charity Wayua

2 accepted papers

2020

Decision Platform for Pattern Discovery and Causal Effect Estimation in Contraceptive Discontinuation

IJCAI 2020poster

Contraceptive use improves the health of women and children in several ways, yet data shows high rates of discontinuation which is not well understood. We introduce an AI-based decision platform capable of analyzing event data to identify patterns of contraceptive uptake that are unique to a subpopu…

Cited by 0SourcePDFScholar
2020

Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health

IJCAI 2020poster

Improving maternal, newborn, and child health (MNCH) outcomes is a critical target for global sustainable development. Our research is centered on building predictive models, evaluating their interpretability, and generating actionable insights about the markers (features) and triggers (events) asso…

Cited by 0SourcePDFScholar