COVID-19 screening in low resource settings using artificial intelligence for chest radiographs and point-of-care blood tests

COVID-19 screening in low resource settings using artificial intelligence for chest radiographs and point-of-care blood tests

Abstract Artificial intelligence (AI) systems for detection of COVID-19 using chest X-Ray (CXR) imaging and point-of-care blood tests were applied to data from four low resource African settings. The performance of these systems to detect COVID-19 using various input data was analysed and compared w...

Full description

Bibliographic Details
Main Authors: Keelin Murphy, Josephine Muhairwe, Steven Schalekamp, Bram van Ginneken, Irene Ayakaka, Kamele Mashaete, Bulemba Katende, Alastair van Heerden, Shannon Bosman, Thandanani Madonsela, Lucia Gonzalez Fernandez, Aita Signorell, Moniek Bresser, Klaus Reither, Tracy R. Glass
Format: Article
Language:English
Published: Nature Portfolio 2023-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-46461-w

Internet

https://doi.org/10.1038/s41598-023-46461-w

Similar Items