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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.
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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PubType: Academic Journal
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  Data: Development and external validation of machine learning algorithms for postnatal gestational age estimation using clinical data and metabolomic markers.
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  Data: <searchLink fieldCode="AU" term="%22Hawken+S%22">Hawken S</searchLink>; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Ducharme+R%22">Ducharme R</searchLink>; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Murphy+MSQ%22">Murphy MSQ</searchLink>; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Olibris+B%22">Olibris B</searchLink>; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Bota+AB%22">Bota AB</searchLink>; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Wilson+LA%22">Wilson LA</searchLink>; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Cheng+W%22">Cheng W</searchLink>; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Little+J%22">Little J</searchLink>; School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Potter+BK%22">Potter BK</searchLink>; School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Denize+KM%22">Denize KM</searchLink>; Newborn Screening Ontario, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Lamoureux+M%22">Lamoureux M</searchLink>; Newborn Screening Ontario, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Henderson+M%22">Henderson M</searchLink>; Newborn Screening Ontario, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Rittenhouse+KJ%22">Rittenhouse KJ</searchLink>; University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America.<br /><searchLink fieldCode="AU" term="%22Price+JT%22">Price JT</searchLink>; University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America.<br /><searchLink fieldCode="AU" term="%22Mwape+H%22">Mwape H</searchLink>; UNC Global Projects Zambia, Lusaka, Zambia.<br /><searchLink fieldCode="AU" term="%22Vwalika+B%22">Vwalika B</searchLink>; Department of Obstetrics and Gynaecology, University of Zambia School of Medicine, Lusaka, Zambia.<br /><searchLink fieldCode="AU" term="%22Musonda+P%22">Musonda P</searchLink>; Department of Medical Statistics, University of Zambia College of Public Health, Lusaka, Zambia.<br /><searchLink fieldCode="AU" term="%22Pervin+J%22">Pervin J</searchLink>; International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Chowdhury+AKA%22">Chowdhury AKA</searchLink>; Dhaka Shishu (Children) Hospital, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Rahman+A%22">Rahman A</searchLink>; International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Chakraborty+P%22">Chakraborty P</searchLink>; Newborn Screening Ontario, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Stringer+JSA%22">Stringer JSA</searchLink>; University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America.<br /><searchLink fieldCode="AU" term="%22Wilson+K%22">Wilson K</searchLink>; 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.
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  Data: <searchLink fieldCode="JN" term="%22101285081%22">PloS one</searchLink> [PLoS One] 2023 Mar 06; Vol. 18 (3), pp. e0281074. <i>Date of Electronic Publication: </i>2023 Mar 06 (<i>Print Publication: </i>2023).
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