most citedFederated learning in low-resource settings: A chest imaging study in Africa -- Challenges and lessons learned

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025★ 1 cited

Federated learning in low-resource settings: A chest imaging study in Africa -- Challenges and lessons learned

Jorge Fabila, Lidia Garrucho, Víctor M. Campello +2

This study explores the use of Federated Learning (FL) for tuberculosis (TB) diagnosis using chest X-rays in low-resource settings across Africa. FL allows hospitals to collaborati…

cs.LG2024

Democratizing AI in Africa: FL for Low-Resource Edge Devices

Jorge Fabila, Víctor M. Campello, Carlos Martín-Isla +4

Africa faces significant challenges in healthcare delivery due to limited infrastructure and access to advanced medical technologies. This study explores the use of federated learn…