3 papers
physics.med-ph2025
In-vivo imaging with a low-cost MRI scanner and cloud data processing in low-resource settings
Teresa Guallart-Naval, Robert Asiimwe, Patricia Tusiime +16
Purpose: To demonstrate in-vivo imaging with a low-cost, low-field MRI scanner built and operated in Africa, and to show how systematic hardware and software improvements can mitig…
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…
physics.med-ph2018
Design of a sustainable pre-polarizing magnetic resonance imaging system for infant hydrocephalus
Johnes Obungoloch, Joshua Harper, Steven Consevage +4
The need for affordable and appropriate medical technologies for developing countries continue to rise as challenges such as inadequate energy supply, limited technical expertise a…