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Open Access
Peer-reviewed
Research Article
Constructing, validating, and updating machine learning models to predict survival in children with Ebola Virus Disease
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Alicia E. Genisca ,
Contributed equally to this work with: Alicia E. Genisca, Kelsey Butler
Roles Conceptualization, Formal analysis, Writing – original draft, Writing – review & editing
Affiliation The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, United States of America
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Kelsey Butler ,
Contributed equally to this work with: Alicia E. Genisca, Kelsey Butler
Roles Conceptualization, Formal analysis, Writing – original draft, Writing – review & editing
Affiliation University of Massachusetts Chan Medical School, Worcester, Massachusetts, United States of America
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Monique Gainey,
Roles Data curation, Writing – original draft, Writing – review & editing
Affiliation Rhode Island Hospital, Providence, Rhode Island, United States of America
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Tzu-Chun Chu,
Roles Data curation, Writing – review & editing
Affiliation University of Georgia, Athens, Georgia, United States of America
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Lawrence Huang,
Roles Data curation, Writing – review & editing
Affiliation Brown University, Providence, Rhode Island, United States of America
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Eta N. Mbong,
Roles Data curation, Writing – review & editing
Affiliation International Medical Corps, Goma, Democratic Republic of Congo
⨯ - Stephen B. Kennedy,
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Razia Laghari,
Roles Data curation, Writing – review & editing
Affiliation International Medical Corps, Goma, Democratic Republic of Congo
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Fiston Nganga,
Roles Data curation, Writing – review & editing
Affiliation International Medical Corps, Goma, Democratic Republic of Congo
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Rigobert F. Muhayangabo,
Roles Data curation, Writing – review & editing
Affiliation International Medical Corps, Goma, Democratic Republic of Congo
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Himanshu Vaishnav,
Roles Data curation, Writing – review & editing
Affiliation Brown Emergency Medicine, Providence, Rhode Island, United States of America
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Shiromi M. Perera,
Roles Data curation, Writing – review & editing
Affiliation International Medical Corps, Washington, Washington, United States of America
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Moyinoluwa Adeniji,
Roles Writing – review & editing
Affiliation Brown University, Providence, Rhode Island, United States of America
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Adam C. Levine ,
Roles Conceptualization, Writing – review & editing
¶‡ ACL, ICM and AC also contributed equally to this work.
Affiliation The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, United States of America
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Ian C. Michelow ,
Roles Conceptualization, Formal analysis, Writing – original draft, Writing – review & editing
¶‡ ACL, ICM and AC also contributed equally to this work.
Affiliation Connecticut Children’s Medical Center, University of Connecticut School of Medicine, Hartford, Connecticut, United States of America
⨯ - [ ... ],
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Andrés Colubri
Roles Conceptualization, Formal analysis, Writing – original draft, Writing – review & editing
* E-mail: Andres.Colubri@umassmed.edu
¶‡ ACL, ICM and AC also contributed equally to this work.
Affiliation University of Massachusetts Chan Medical School, Worcester, Massachusetts, United States of America
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Constructing, validating, and updating machine learning models to predict survival in children with Ebola Virus Disease
- Alicia E. Genisca,
- Kelsey Butler,
- Monique Gainey,
- Tzu-Chun Chu,
- Lawrence Huang,
- Eta N. Mbong,
- Stephen B. Kennedy,
- Razia Laghari,
- Fiston Nganga,
- Rigobert F. Muhayangabo
- Published: October 12, 2022
- https://doi.org/10.1371/journal.pntd.0010789