activity
20122023
most citedInterdependent binary choices under social influence: phase diagram for homogeneous unbiased populations

8 citations · 16 across the 5 of their papers we have counts for

collaborators

5 papers

stat.ML2023★ 1 cited

Synthetic Data Generator for Adaptive Interventions in Global Health

Aditya Rastogi, Juan Francisco Garamendi, Ana Fernández del Río +4

Artificial Intelligence and digital health have the potential to transform global health. However, having access to representative data to test and validate algorithms in realistic…

stat.ML2023

Adaptive Interventions for Global Health: A Case Study of Malaria

África Periáñez, Andrew Trister, Madhav Nekkar +2

Malaria can be prevented, diagnosed, and treated; however, every year, there are more than 200 million cases and 200.000 preventable deaths. Malaria remains a pressing public healt…

stat.ML2021

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

Anna Guitart, Afsaneh Heydari, Eniola Olaleye +4

Maternal and child mortality is a public health problem that disproportionately affects low- and middle-income countries. Every day, 800 women and 6,700 newborns die from complicat…

stat.ML2021★ 7 cited

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

Anna Guitart, Ana Fernández del Río, África Periáñez +1

Every day, 800 women and 6,700 newborns die from complications related to pregnancy or childbirth. A well-trained midwife can prevent most of these maternal and newborn deaths. Dat…

physics.soc-ph2012★ 8 cited

Interdependent binary choices under social influence: phase diagram for homogeneous unbiased populations

Ana Fernández del Río, Elka Korutcheva, Javier de la Rubia

Coupled Ising models are studied in a discrete choice theory framework, where they can be understood to represent interdependent choice making processes for homogeneous populations…