[HTML][HTML] Mobile health interventions for improving maternal and child health outcomes in South Africa: a systematic review
E Mbunge, MN Sibiya - Global Health Journal, 2024 - Elsevier
Background Maternal and child health (MCH) remains a significant public health concern
globally despite previous efforts made to improve MCH services. Initiatives such as …
globally despite previous efforts made to improve MCH services. Initiatives such as …
Evaluating the Effectiveness of Index-Based Treatment Allocation
When resources are scarce, an allocation policy is needed to decide who receives a
resource. This problem occurs, for instance, when allocating scarce medical resources and …
resource. This problem occurs, for instance, when allocating scarce medical resources and …
Balancing Act: Prioritization Strategies for LLM-Designed Restless Bandit Rewards
LLMs are increasingly used to design reward functions based on human preferences in
Reinforcement Learning (RL). We focus on LLM-designed rewards for Restless Multi-Armed …
Reinforcement Learning (RL). We focus on LLM-designed rewards for Restless Multi-Armed …
Preliminary Study of the Impact of AI-Based Interventions on Health and Behavioral Outcomes in Maternal Health Programs
Automated voice calls are an effective method of delivering maternal and child health
information to mothers in underserved communities. One method to fight dwindling …
information to mothers in underserved communities. One method to fight dwindling …
TOWARDS FAIRNESS CONSTRAINED RESTLESS MULTI-ARMED BANDITS: A CASE STUDY OF MATERNAL AND CHILD CARE DOMAIN
Restless multi-armed bandits (RMABs) are widely used for resource allocation in dynamic
environments, but they typically do not consider fairness implications. This paper introduces …
environments, but they typically do not consider fairness implications. This paper introduces …