4 papers
Data-Driven Approach to Capitation Reform in Rwanda
Babaniyi Olaniyi, Ina Kalisa, Ana Fernández del Río +9
As part of Rwanda's transition toward universal health coverage, the national Community-Based Health Insurance (CBHI) scheme is moving from retrospective fee-for-service reimbursem…
Adaptive User Journeys in Pharma E-Commerce with Reinforcement Learning: Insights from SwipeRx
Ana Fernández del Río, Michael Brennan Leong, Paulo Saraiva +5
This paper introduces a reinforcement learning (RL) platform that enhances end-to-end user journeys in healthcare digital tools through personalization. We explore a case study wit…
Adaptive Behavioral AI: Reinforcement Learning to Enhance Pharmacy Services
Ana Fernández del Río, Michael Brennan Leong, Paulo Saraiva +5
Pharmacies are critical in healthcare systems, particularly in low- and middle-income countries. Procuring pharmacists with the right behavioral interventions or nudges can enhance…
Optimizing HIV Patient Engagement with Reinforcement Learning in Resource-Limited Settings
África Periáñez, Kathrin Schmitz, Lazola Makhupula +6
By providing evidence-based clinical decision support, digital tools and electronic health records can revolutionize patient management, especially in resource-poor settings where…