Predicting facility-based delivery in Zanzibar: The vulnerability of machine learning algorithms to adversarial attacks

Predicting facility-based delivery in Zanzibar: The vulnerability of machine learning algorithms to adversarial attacks

Background: Community health worker (CHW)-led maternal health programs have contributed to increased facility-based deliveries and decreased maternal mortality in sub-Saharan Africa. The recent adoption of mobile devices in these programs provides an opportunity for real-time implementation of machi...

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Bibliographic Details
Main Authors: Yi-Ting Tsai, Isabel R. Fulcher, Tracey Li, Felix Sukums, Bethany Hedt-Gauthier
Format: Article
Language:English
Published: Elsevier 2023-05-01
Series:Heliyon
Subjects:
Machine learning
Adversarial attack
Digital health
Maternal health
Facility delivery
Community health worker intervention
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023034515

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