Prediction of hospitalisation in young children with pneumonia in Malawi: A machine learning-based approach.
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| Title: | Prediction of hospitalisation in young children with pneumonia in Malawi: A machine learning-based approach. |
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| Authors: | Staunton P; School of Mathematical and Statistical Sciences, University of Galway, Galway, Ireland., Makrooni MA; School of Mathematical and Statistical Sciences, University of Galway, Galway, Ireland., Chisale M; Department of Biological Sciences, Faculty of Science, Technology and Innovation, Mzuzu University, Mzuzu, Malawi., Nyambolo B; Ministry of Health, Lilongwe, Malawi., Wu J; Luke International, Oslo, Norway., McCarthy D; School of Medicine, University College Dublin, Dublin, Ireland., Ledwidge M; School of Medicine, University College Dublin, Dublin, Ireland., Bin Nisar Y; World Health Organisation, Geneva, Switzerland., Watson C; Wellcome-Wolfson Institute for Experimental Medicine, Queen's University, Belfast, United Kingdom., Mbakaya B; Department of Biological Sciences, Faculty of Science, Technology and Innovation, Mzuzu University, Mzuzu, Malawi.; Department of Public Health, University of Livingstonia, Livingstonia, Malawi., Seoighe C; School of Mathematical and Statistical Sciences, University of Galway, Galway, Ireland., Gallagher J; World Health Organisation, Geneva, Switzerland. |
| Source: | PLoS medicine [PLoS Med] 2026 Jun 09; Vol. 23 (6), pp. e1005122. Date of Electronic Publication: 2026 Jun 09 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Public Library of Science Country of Publication: United States NLM ID: 101231360 Publication Model: eCollection Cited Medium: Internet ISSN: 1549-1676 (Electronic) Linking ISSN: 15491277 NLM ISO Abbreviation: PLoS Med Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1549-1676 |
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| DOI: | 10.1371/journal.pmed.1005122 |
