Development and Implementation of Digital Diagnostic Algorithms for Neonatal Units in Zimbabwe and Malawi: Development and Usability Study

Hannah Gannon   ^{1, 2} , MBChB, MRCPCH ;   Leyla Larsson   ³ , MSc ;   Simbarashe Chimhuya   ⁴ , MD ;   Marcia Mangiza   ⁵ , MBChB ;   Emma Wilson   ¹ , PhD ;   Erin Kesler   ⁶ , MSN, CRNP ;   Gwendoline Chimhini   ⁴ , MBChB, MPH ;   Felicity Fitzgerald   ^{2, 7} , MBBS, PhD ;   Gloria Zailani   ⁸ , MBBS ;   Caroline Crehan   ¹ , MBChB ;   Nushrat Khan   ¹ , PhD ;   Tim Hull-Bailey   ¹ , MPhil ;   Yali Sassoon   ⁹ , MPhil ;   Morris Baradza   ¹⁰ , BA ;   Michelle Heys   ^{1 *} , MBBS, MD ;   Msandeni Chiume   ^{8 *} , MBBS, MSc

¹ Population, Policy and Practice, Institute of Child Health, University College London, London, United Kingdom

² Biomedical Research and Training Institute, Harare, Zimbabwe

³ Institute of Computational Biology, Computational Health Centre, Helmholtz, Munich, Germany

⁴ Department of Child, Adolescent and Women’s Health, Faculty of Medicine and Health Science, University of Zimbabwe, Harare, Zimbabwe

⁵ Sally Mugabe Central Hospital, Harare, Zimbabwe

⁶ Children's Hospital of Philadelphia, Philidephia, PA, United States

⁷ Department of Infectious Disease, Imperial College London, London, United Kingdom

⁸ Kamuzu Central Hospital, Lilongwe, Malawi

⁹ Snowplow Analytics, London, United Kingdom

¹⁰ Baobab Web Services, City of Cape Town, South Africa

*these authors contributed equally