Author

P. Sospeter

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Open access Sep 2026

Implementation factors of group antenatal care in low-resource settings in Tanzania: A qualitative study using the Consolidated Framework for Implementation Research

Antenatal care (ANC) is essential for improving maternal and newborn health, yet many women do not complete the recommended follow-up visits and often experience suboptimal quality of care and weak provider-client interactions. Group antenatal care (G-ANC) offers an alternative service delivery model that combines clin...

A. Kinyina, A. Hellar, Raymond Bandio et al. · PLOS Global Public Health · 0 citations

Open access Jul 2026

What it takes to implement AI in Africa: health-system lessons from developing an ML-enabled maternal risk stratification algorithm in Tanzania

Background Machine learning (ML) has growing potential to support early identification of high-risk pregnancies in resource-constrained settings. However, most studies focus on model development and predictive performance, with less attention to the health-system processes required to generate ML-ready data and transla...

A. Hellar, I. Lyatuu, A. Kinyina et al. · medRxiv · 0 citations