Applied machine learning for the risk-stratification and clinical decision support of hospitalised patients with dengue in Vietnam

• Damien K. Ming ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing – original draft, Writing – review & editing

  * E-mail: d.ming@imperial.ac.uk

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

  https://orcid.org/0000-0003-3125-6378

  ⨯
• Bernard Hernandez,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Centre for Antimicrobial Optimisation, Imperial College London, United Kingdom, Centre for BioInspired Technology, Imperial College London, United Kingdom

  https://orcid.org/0000-0003-1010-3559

  ⨯
• Sorawat Sangkaew,

  Roles Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Centre for Antimicrobial Optimisation, Imperial College London, United Kingdom

  https://orcid.org/0000-0002-1862-0879

  ⨯
• Nguyen Lam Vuong,

  Roles Investigation, Writing – review & editing

  Affiliations Oxford University Clinical Research Unit, Centre for Tropical Medicine, Ho Chi Minh City, Vietnam, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam

  https://orcid.org/0000-0003-2684-3041

  ⨯
• Phung Khanh Lam,

  Roles Methodology, Writing – review & editing

  Affiliations Oxford University Clinical Research Unit, Centre for Tropical Medicine, Ho Chi Minh City, Vietnam, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam

  https://orcid.org/0000-0001-7968-473X

  ⨯
• Nguyen Minh Nguyet,

  Roles Investigation, Writing – review & editing

  Affiliation Oxford University Clinical Research Unit, Centre for Tropical Medicine, Ho Chi Minh City, Vietnam

  https://orcid.org/0000-0002-5960-7849

  ⨯
• Dong Thi Hoai Tam,

  Roles Investigation, Writing – review & editing

  Affiliation Oxford University Clinical Research Unit, Centre for Tropical Medicine, Ho Chi Minh City, Vietnam

  https://orcid.org/0000-0003-4424-451X

  ⨯
• Dinh The Trung,

  Roles Investigation, Writing – review & editing

  Affiliation Oxford University Clinical Research Unit, Centre for Tropical Medicine, Ho Chi Minh City, Vietnam

  ⨯
• Nguyen Thi Hanh Tien,

  Roles Investigation, Writing – review & editing

  Affiliation Oxford University Clinical Research Unit, Centre for Tropical Medicine, Ho Chi Minh City, Vietnam

  ⨯
• Nguyen Minh Tuan,

  Roles Investigation, Writing – review & editing

  Affiliations Oxford University Clinical Research Unit, Centre for Tropical Medicine, Ho Chi Minh City, Vietnam, Children’s Hospital 1, Ho Chi Minh City, Vietnam

  https://orcid.org/0000-0001-8058-7750

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• Nguyen Van Vinh Chau,

  Roles Investigation, Writing – review & editing

  Affiliations Oxford University Clinical Research Unit, Centre for Tropical Medicine, Ho Chi Minh City, Vietnam, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam

  ⨯
• Cao Thi Tam,

  Roles Investigation, Writing – review & editing

  Affiliation Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam

  ⨯
• Ho Quang Chanh,

  Roles Writing – review & editing

  Affiliations Oxford University Clinical Research Unit, Centre for Tropical Medicine, Ho Chi Minh City, Vietnam, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam

  https://orcid.org/0000-0002-1840-0868

  ⨯
• Huynh Trung Trieu,

  Roles Investigation, Writing – review & editing

  Affiliations Oxford University Clinical Research Unit, Centre for Tropical Medicine, Ho Chi Minh City, Vietnam, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam

  https://orcid.org/0000-0003-4922-6548

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• Cameron P. Simmons,

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

  Affiliation Institute of Vector Borne Disease, Monash University, Clayton, Australia

  ⨯
• Bridget Wills,

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

  Affiliations Oxford University Clinical Research Unit, Centre for Tropical Medicine, Ho Chi Minh City, Vietnam, Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, United Kingdom

  https://orcid.org/0000-0001-9086-8804

  ⨯
• Pantelis Georgiou,

  Roles Supervision, Writing – review & editing

  Affiliations Centre for Antimicrobial Optimisation, Imperial College London, United Kingdom, Centre for BioInspired Technology, Imperial College London, United Kingdom

  https://orcid.org/0000-0003-2476-3857

  ⨯
• Alison H. Holmes,

  Roles Supervision, Writing – review & editing

  Affiliation Centre for Antimicrobial Optimisation, Imperial College London, United Kingdom

  https://orcid.org/0000-0001-5554-5743

  ⨯
• Sophie Yacoub,

  Roles Conceptualization, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Oxford University Clinical Research Unit, Centre for Tropical Medicine, Ho Chi Minh City, Vietnam, Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, United Kingdom

  https://orcid.org/0000-0002-2910-7819

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•  [ ... ],
• on behalf of the Vietnam ICU Translational Applications Laboratory (VITAL) investigators
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