About the Authors

Ben Murrell

Affiliations Biomedical Informatics Research Division, eHealth Research and Innovation Platform, Medical Research Council, Tygerberg, South Africa, Computer Science Division, Department of Mathematical Sciences, Stellenbosch University, Stellenbosch, South Africa

Tulio de Oliveira

Affiliations Africa Centre for Health and Population Studies, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa, Research Department of Infection and Population Health, University College London, London, United Kingdom

Chris Seebregts

Affiliations Biomedical Informatics Research Division, eHealth Research and Innovation Platform, Medical Research Council, Tygerberg, South Africa, School of Computer Science, University of KwaZulu-Natal, Durban, South Africa

Sergei L. Kosakovsky Pond

Affiliation Department of Medicine, University of California San Diego, San Diego, California, United States of America

Konrad Scheffler

kscheffler@ucsd.edu

Affiliations Computer Science Division, Department of Mathematical Sciences, Stellenbosch University, Stellenbosch, South Africa, Department of Medicine, University of California San Diego, San Diego, California, United States of America

on behalf of the Southern African Treatment and Resistance Network (SATuRN) Consortium

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: BM SLKP KS. Performed the experiments: BM SLKP. Analyzed the data: BM SLKP KS. Wrote the paper: BM TdO CS SLKP KS.