ePOCT+ and the medAL-suite: Development of an electronic clinical decision support algorithm and digital platform for pediatric outpatients in low- and middle-income countries

• Rainer Tan ,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: rainer.tan@unisante.ch

  Affiliations Digital and Global Health Unit, Unisanté, Centre for Primary Care and Public Health, University of Lausanne, Lausanne, Switzerland, Swiss Tropical and Public Health Institute, Basel, Switzerland, Ifakara Health Institute, Dar es Salaam, United Republic of Tanzania, University of Basel, Basel, Switzerland

  https://orcid.org/0000-0002-9273-9632

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• Ludovico Cobuccio,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliations Digital and Global Health Unit, Unisanté, Centre for Primary Care and Public Health, University of Lausanne, Lausanne, Switzerland, Swiss Tropical and Public Health Institute, Basel, Switzerland, University of Basel, Basel, Switzerland

  https://orcid.org/0000-0003-3556-3674

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• Fenella Beynon,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliations Swiss Tropical and Public Health Institute, Basel, Switzerland, University of Basel, Basel, Switzerland

  https://orcid.org/0000-0002-4758-8847

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• Gillian A. Levine,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliations Swiss Tropical and Public Health Institute, Basel, Switzerland, University of Basel, Basel, Switzerland

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• Nina Vaezipour,

  Roles Investigation, Methodology, Writing – review & editing

  Affiliations Swiss Tropical and Public Health Institute, Basel, Switzerland, University of Basel, Basel, Switzerland

  https://orcid.org/0000-0002-1926-4941

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• Lameck Bonaventure Luwanda,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation Ifakara Health Institute, Dar es Salaam, United Republic of Tanzania

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• Chacha Mangu,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation National Institute of Medical Research–Mbeya Medical Research Centre, Mbeya, United Republic of Tanzania

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• Alan Vonlanthen,

  Roles Methodology, Project administration, Software, Writing – review & editing

  Affiliation Information Technology & Digital Transformation sector, Unisanté, Center for Primary Care and Public Health, University of Lausanne, Switzerland

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• Olga De Santis,

  Roles Methodology, Software, Writing – review & editing

  Affiliations Digital and Global Health Unit, Unisanté, Centre for Primary Care and Public Health, University of Lausanne, Lausanne, Switzerland, Institute of Global Health, University of Geneva, Geneva, Switzerland

  https://orcid.org/0000-0002-5141-0582

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• Nahya Salim,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliations Ifakara Health Institute, Dar es Salaam, United Republic of Tanzania, Department of Pediatrics and Child Health, Muhimbili University Health and Allied Sciences (MUHAS), Dar es Salaam, United Republic of Tanzania

  https://orcid.org/0000-0002-3784-6478

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• Karim Manji,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation Department of Pediatrics and Child Health, Muhimbili University Health and Allied Sciences (MUHAS), Dar es Salaam, United Republic of Tanzania

  https://orcid.org/0000-0002-7069-6408

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• Helga Naburi,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation Department of Pediatrics and Child Health, Muhimbili University Health and Allied Sciences (MUHAS), Dar es Salaam, United Republic of Tanzania

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• Lulu Chirande,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation Department of Pediatrics and Child Health, Muhimbili University Health and Allied Sciences (MUHAS), Dar es Salaam, United Republic of Tanzania

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• Lena Matata,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliations Swiss Tropical and Public Health Institute, Basel, Switzerland, Ifakara Health Institute, Dar es Salaam, United Republic of Tanzania, University of Basel, Basel, Switzerland

  https://orcid.org/0000-0001-6784-0264

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• Method Bulongeleje,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation PATH, Dar es Salaam, United Republic of Tanzania

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• Robert Moshiro,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation Department of Pediatrics and Child Health, Muhimbili University Health and Allied Sciences (MUHAS), Dar es Salaam, United Republic of Tanzania

  https://orcid.org/0000-0002-9036-0266

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• Andolo Miheso,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation PATH, Nairobi, Kenya

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• Peter Arimi,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation College of Health Sciences, University of Nairobi, Nairobi, Kenya

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• Ousmane Ndiaye,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation Department of Pediatrics, Cheikh Anta Diop University, Dakar, Senegal

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• Moctar Faye,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation Department of Pediatrics, Cheikh Anta Diop University, Dakar, Senegal

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• Aliou Thiongane,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation Department of Pediatrics, Cheikh Anta Diop University, Dakar, Senegal

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• Shally Awasthi,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation Department of Pediatrics, King George’s Medical University, Lucknow, India

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• Kovid Sharma,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation PATH, Lucknow, India

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• Gaurav Kumar,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliations Swiss Tropical and Public Health Institute, Basel, Switzerland, University of Basel, Basel, Switzerland

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• Josephine Van De Maat,

  Roles Formal analysis, Investigation, Methodology, Writing – review & editing

  Affiliation Radboudumc, Department of Internal Medicine and Radboudumc Center for Infectious Diseases, Nijmegen, Netherlands

  https://orcid.org/0000-0001-7351-4596

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• Alexandra Kulinkina,

  Roles Methodology, Project administration, Software, Writing – review & editing

  Affiliations Swiss Tropical and Public Health Institute, Basel, Switzerland, University of Basel, Basel, Switzerland

  https://orcid.org/0000-0002-4777-1254

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• Victor Rwandarwacu,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliations Swiss Tropical and Public Health Institute, Basel, Switzerland, University of Basel, Basel, Switzerland

  https://orcid.org/0000-0002-1552-4574

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• Théophile Dusengumuremyi,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliations Swiss Tropical and Public Health Institute, Basel, Switzerland, University of Basel, Basel, Switzerland

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• John Baptist Nkuranga,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation Department of Paediatrics, King Faisal Hospital, Kigali, Rwanda

  https://orcid.org/0000-0003-3241-3099

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• Emmanuel Rusingiza,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliations University Teaching Hospital of Kigali, Kigali, Rwanda, School of Medicine and Pharmacy, University of Rwanda, Kigali, Rwanda

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• Lisine Tuyisenge,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliation University Teaching Hospital of Kigali, Kigali, Rwanda

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• Mary-Anne Hartley,

  Roles Formal analysis, Investigation, Methodology, Writing – review & editing

  Affiliation Intelligent Global Health, Machine Learning and Optimization Laboratory, Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland

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• Vincent Faivre,

  Roles Project administration, Software, Writing – review & editing

  Affiliation Information Technology & Digital Transformation sector, Unisanté, Center for Primary Care and Public Health, University of Lausanne, Switzerland

  https://orcid.org/0000-0002-4103-7665

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• Julien Thabard,

  Roles Project administration, Software, Writing – review & editing

  Affiliation Information Technology & Digital Transformation sector, Unisanté, Center for Primary Care and Public Health, University of Lausanne, Switzerland

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• Kristina Keitel ,

  Contributed equally to this work with: Kristina Keitel, Valérie D’Acremont

  Roles Conceptualization, Investigation, Methodology, Software, Supervision, Writing – review & editing

  Affiliations Swiss Tropical and Public Health Institute, Basel, Switzerland, University of Basel, Basel, Switzerland, Paediatric Emergency Department, Department of Pediatrics, University Hospital Berne, Berne, Switzerland

  https://orcid.org/0000-0002-9663-3843

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•  [ ... ],
• Valérie D’Acremont

  Contributed equally to this work with: Kristina Keitel, Valérie D’Acremont

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Software, Supervision, Writing – review & editing

  Affiliations Digital and Global Health Unit, Unisanté, Centre for Primary Care and Public Health, University of Lausanne, Lausanne, Switzerland, Swiss Tropical and Public Health Institute, Basel, Switzerland, University of Basel, Basel, Switzerland

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