Development and external validation of machine learning algorithms for postnatal gestational age estimation using clinical data and metabolomic markers.
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| Title: | Development and external validation of machine learning algorithms for postnatal gestational age estimation using clinical data and metabolomic markers. |
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| Authors: | Hawken S; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada., Ducharme R; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada., Murphy MSQ; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada., Olibris B; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada., Bota AB; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada., Wilson LA; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada., Cheng W; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada., Little J; School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada., Potter BK; School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada., Denize KM; Newborn Screening Ontario, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada., Lamoureux M; Newborn Screening Ontario, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada., Henderson M; Newborn Screening Ontario, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada., Rittenhouse KJ; University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America., Price JT; University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America., Mwape H; UNC Global Projects Zambia, Lusaka, Zambia., Vwalika B; Department of Obstetrics and Gynaecology, University of Zambia School of Medicine, Lusaka, Zambia., Musonda P; Department of Medical Statistics, University of Zambia College of Public Health, Lusaka, Zambia., Pervin J; International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh., Chowdhury AKA; Dhaka Shishu (Children) Hospital, Dhaka, Bangladesh., Rahman A; International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh., Chakraborty P; Newborn Screening Ontario, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada., Stringer JSA; University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America., Wilson K; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.; School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada.; Faculty of Medicine, Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada. |
| Source: | PloS one [PLoS One] 2023 Mar 06; Vol. 18 (3), pp. e0281074. Date of Electronic Publication: 2023 Mar 06 (Print Publication: 2023). |
| Publication Type: | Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1932-6203 |
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| DOI: | 10.1371/journal.pone.0281074 |
