Actionable Recourse via GANs for Mobile Health

no code implementations • 12 Nov 2022 • Jennifer Chien, Anna Guitart, Ana Fernandez del Rio, Africa Perianez, Lauren Bellhouse

Mobile health apps provide a unique means of collecting data that can be used to deliver adaptive interventions. The predicted outcomes considerably influence the selection of such interventions.

counterfactual Counterfactual Reasoning +1

User Engagement in Mobile Health Applications

no code implementations • 16 Jun 2022 • Babaniyi Yusuf Olaniyi, Ana Fernández del Río, África Periáñez, Lauren Bellhouse

Mobile health apps are revolutionizing the healthcare ecosystem by improving communication, efficiency, and quality of service.

Survival Analysis Time Series +1

A Recommendation System to Enhance Midwives' Capacities in Low-Income Countries

no code implementations • 2 Nov 2021 • Anna Guitart, Afsaneh Heydari, Eniola Olaleye, Jelena Ljubicic, Ana Fernández del Río, África Periáñez, Lauren Bellhouse

This is the aim of the Safe Delivery App, a digital job aid and learning tool to enhance the knowledge, confidence and skills of health practitioners.

Midwifery Learning and Forecasting: Predicting Content Demand with User-Generated Logs

no code implementations • 6 Jul 2021 • Anna Guitart, Ana Fernández del Río, África Periáñez, Lauren Bellhouse

Every day, 800 women and 6, 700 newborns die from complications related to pregnancy or childbirth.