External validation of machine learning models including newborn metabolomic markers for postnatal gestational age estimation in East and South-East Asian infants.

Autor: Hawken S; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.; School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada., Murphy MSQ; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada., Ducharme R; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada., Bota AB; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada., Wilson LA; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada., Cheng W; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada., Tumulak MJ; Newborn Screening Reference Centre, University of the Philippines Manila, Manila, Philippines., Alcausin MML; Newborn Screening Reference Centre, University of the Philippines Manila, Manila, Philippines., Reyes ME; Newborn Screening Reference Centre, University of the Philippines Manila, Manila, Philippines., Qiu W; Pediatric Endocrinology and Genetic Metabolism, XinHua Hospital, Shanghai, Shanghai, China., Potter BK; School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada., Little J; School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada., Walker M; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.; Better Outcomes Registry & Network, Ottawa, Canada., Zhang L; Department of Gynecology and Obsetrics, XinHua Hospital, Shanghai, Shanghai, China.; MOE-Shanghai Key Lab of Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Padilla C; Department of Pediatrics, University of the Philippines Manila, Manilla, Philippines.; Institute of Human Genetics, National Institutes of Health, University of Philippines Manila, Manila, Philippines., Chakraborty P; Newborn Screening Ontario, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada.; Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada., Wilson K; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.; Department of Medicine, University of Ottowa, Ottowa, ON, Canada.; Bruyère Research Institute, Ottowa, ON, Canada.

Publikováno v: Gates open research [Gates Open Res] 2021 Jun 21; Vol. 4, pp. 164. Date of Electronic Publication: 2021 Jun 21 (Print Publication: 2020).

External validation of ELASTIC NET regression models including newborn metabolomic markers for postnatal gestational age estimation in East and South-East Asian infants.

Autor: Hawken S; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.; School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada., Murphy MSQ; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada., Ducharme R; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada., Bota AB; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada., Wilson LA; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada., Cheng W; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada., Tumulak MJ; Newborn Screening Reference Centre, University of the Philippines Manila, Manila, Philippines., Alcausin MML; Newborn Screening Reference Centre, University of the Philippines Manila, Manila, Philippines., Reyes ME; Newborn Screening Reference Centre, University of the Philippines Manila, Manila, Philippines., Qiu W; Pediatric Endocrinology and Genetic Metabolism, XinHua Hospital, Shanghai, Shanghai, China., Potter BK; School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada., Little J; School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada., Walker M; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.; Better Outcomes Registry & Network, Ottawa, Canada., Zhang L; Department of Gynecology and Obsetrics, XinHua Hospital, Shanghai, Shanghai, China.; MOE-Shanghai Key Lab of Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Padilla C; Department of Pediatrics, University of the Philippines Manila, Manilla, Philippines.; Institute of Human Genetics, National Institutes of Health, University of Philippines Manila, Manila, Philippines., Chakraborty P; Newborn Screening Ontario, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada.; Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada., Wilson K; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.; Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada.

Publikováno v: Gates open research [Gates Open Res] 2020 Oct 29; Vol. 4, pp. 164. Date of Electronic Publication: 2020 Oct 29 (Print Publication: 2020).