Publications

Haggard R, Moszczynski M, Niwa M, Klyn B, Smith T, Shabangu P, Sikwibele K, Cooper H, Green D. “Using machine learning to predict HIV antiretroviral treatment interruption from national electronic health records in Zambia” [in preparation].

Niwa M, Haggard R, Klyn B, Khomani P, Cooper H, Smith T, Green D. “Quantifying Interruptions in Sexual and Reproductive Health Programmatic Outputs in Malawi Following Cyclone Freddy- An Interrupted Time-Series Analysis Using Routine Health Information System and Satellite Imagery Data” [in preparation]. 

Haggard R, Metz L, Mwase C, Klyn B, Ciwandira B, Chewere L, Cooper H, Smith T, Green D. “Mobile phone infrastructure provides evidence of improved HIV viral load monitoring in Malawi” PLoS Digital Health. [under review]. 

Mbewe A, Igbinosun B, Sarkwah NH, Ijaodola O, Ratevosian J, Simba S, Smith TR, Atiwoto WK, Cain K, Konopka SN, Ujam C, Topp SM, Wu W, Chilambe TR, Dusabe E, Mendonca R, Norwood K, Green D, Comins C, Bristol N, Luba M, Gatete G, Hoege D, Holmes CB. “The Role of Digital Health and Artificial Intelligence in Improving the Reach and Effectiveness of HIV Prevention.” The Lancet Global Health [under review].

Green D, Mbiriyawanda S, Nyirenda R, Moszczynski M, Asbah S, Khomani P, Klyn B, Kamgwira Y, Mablekisi C, Afirima B, Sanjeni L, Likumbo S, Chimpandule T, Hoege D, Allinder S, Cooper H, Smith T, Kawalazira G, Holmes CB, Mbewe A. “Development of Malawi's prevention adaptive learning and management system (PALMS): a multisectoral digital health solution to accelerate HIV prevention”. Journal of Medical Internet Research [under review].

Niwa M, Green D, Smith T, Klyn B, Kamgwira Y, Allinder S, Hoege D, Likumbo S, Holmes CB, Kawalazira G, Chewere L. “Health Facility and Contextual Correlates of HIV Test Positivity: a multi-level model of routine programmatic data from Malawi” BMJ Public Health.

Werner L, Puta C, Chilalika T, Hyde SW, Cooper H, Goertz H, Hildebrand MR, Bernadotte C, Kapnick V. “How digital transformation can accelerate data use in health systems” Frontiers in Public Health.

Kiendrébéogo JA, Tapsoba C, Sory O, Kaboré I, Kafando Y, Tiendrébéogo S, Zombré D, Kaboré R, Konsebo N, Relwendé N, Ouattara JSD, Foutry G, Hyde S, Green D, Chaitkin M, Ouédraogo AL, Yaméogo SP, “Is it better to bring digital health tools together? Where Burkina Faso is going with a minimal digital ecosystem (MDE)” Oxford Open Digital Health.

Macheca M, Morgan C, Moszczynski M, Ramalho E, Albuquerque J, Asbah S, Klyn B, Foutry G, Monawe M, Likaka A, Damte T, Nambiar B, Smith T, Green D. “Development of A User-Driven, Web-Based Dashboard Leveraging COVID-19 Mathematical Models for Rapid Decision Support – A Case Study in Malawi” Journal of Medical Internet Research Pre-Print.

Green D, Moszczynski M, Asbah S, Morgan C, Klyn B, Foutry G, Ndira S, Selman N, Monawe M, Likaka A, Smith T. “Using Mobile Phone Data for Epidemic Response in Low Resource Settings - A Case Study of COVID-19 in Malawi” Data and Policy.

Stover J, Kelly SL, Mudimu E, Green D, Smith T, Taramusi I, Bansi-Matharu L, Martin-Hughes R, Philips AN, Bershteyn A. “The Risks and Benefits of Providing HIV Services during the COVID-19 Pandemic” PLoS One. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0260820 

Conferences

Moszczynski  M, Metz L, Niwa  M, Haggard  R, Klyn B, Smith T, Cooper H, Khomani P, Green D.“A Retrieval-Augmented Generation (RAG) AI Chartbot to Improve HIV Programme Coordination and Decision Support” Abstract Presentation at the 13th Conference on HIV Science, Jul 2025.

Niwa M, Haggard R, Khomani P, Smith T, Cooper H, Green D. “Quantifying Interruptions in Sexual and Reproductive Health Programmatic Outputs in Malawi Following Cyclone Freddy- An Interrupted Time-Series Analysis Using Routine Health Information System and Satellite Imagery Data” Abstract Presentation at the 13th Conference on HIV Science, Jul 2025.

Metz L, Khomani P, Haggard R, Klyn B, Smith T, Cooper H, Mwase C, Green D. “Trajectory and Correlates of Viral Load Suppression at Individual and Geospatial Levels in Malawi - A Descriptive Nation-Wide Study of Laboratory Information Management System Data” Abstract Presentation at the 13th Conference on HIV Science, Jul 2025. https://programme.ias2025.org/Abstract/Abstract/?abstractid=5476 

Smith T, Green D, Moszczynski M, Asbah S, Khomani P, Ndira S, Hoege D, Allinder S, Smith T, Kamgwira Y, Kawalazira G, Homes C. “The first multi-sectoral, user-driven data pipeline to adaptively manage HIV prevention programs in Malawi” Abstract Presentation at the 24th International AIDS Conference, Jul 2022.

de Almada M, Haggard R, Khomani P, Ndira S, Green D, Hoege D, Allinder S, Smith T, Kamgwira Y, Kawalazira G, Homes C. “’We should have access to information at our fingertips’ – results of a mixed methods study of data availability and use by decision makers for HIV programs in Blantyre, Malawi” Abstract Presentation at the 24th International AIDS Conference, Jul 2022.

Green D, Klyn B, Fletcher A, Walker S, de Almada M, Morgan C, Smith T, Cooper H, Likaka A. “Estimating the Impact of COVID-19 Mitigation Strategies in Malawi: Quantifying the Potential Burden of Novel Coronavirus” American Public Health Association Annual Meeting and Expo, Oct 2020.

Green D, Klyn B, Morgan C, Moszczynski M, Asbah S, Selman N, Smith T. “Modeling in the Dark - A Case Study in Calibrating Mathematical Models with Sparse Data During the COVID-19 Epidemic in Malawi” Malawi College of Medicine Virtual COVID-19 Research Dissemination Conference, Oct 2020.