{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,22]],"date-time":"2026-10-22T20:33:40Z","timestamp":1792701220115,"version":"4.5.0"},"reference-count":58,"publisher":"Wiley","issue":"4","license":[{"start":{"date-parts":[[2017,3,5]],"date-time":"2017-03-05T00:00:00Z","timestamp":1488672000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000865","name":"Bill and Melinda Gates Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000865","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000769","name":"University of Oxford","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000769","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["obgyn.onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Ultrasound in Obstet &amp; Gyne"],"published-print":{"date-parts":[[2017,4]]},"abstract":"<jats:title>ABSTRACT<\/jats:title><jats:sec><jats:title>Objective<\/jats:title><jats:p>Estimated fetal weight (<jats:styled-content style=\"fixed-case\">EFW<\/jats:styled-content>) and fetal biometry are complementary measures used to screen for fetal growth disturbances. Our aim was to provide international <jats:styled-content style=\"fixed-case\">EFW<\/jats:styled-content> standards to complement the <jats:styled-content style=\"fixed-case\">INTERGROWTH<\/jats:styled-content>\u201021<jats:sup>st<\/jats:sup> Fetal Growth Standards that are available for use worldwide.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>Women with an accurate gestational\u2010age assessment, who were enrolled in the prospective, international, multicenter, population\u2010based Fetal Growth Longitudinal Study (<jats:styled-content style=\"fixed-case\">FGLS<\/jats:styled-content>) and <jats:styled-content style=\"fixed-case\">INTERBIO<\/jats:styled-content>\u201021<jats:sup>st<\/jats:sup> Fetal Study (<jats:styled-content style=\"fixed-case\">FS<\/jats:styled-content>), two components of the <jats:styled-content style=\"fixed-case\">INTERGROWTH<\/jats:styled-content>\u201021<jats:sup>st<\/jats:sup> Project, had ultrasound scans every 5 weeks from 9\u201314 weeks' until 40 weeks' gestation. At each visit, measurements of fetal head circumference (<jats:styled-content style=\"fixed-case\">HC<\/jats:styled-content>), biparietal diameter, occipitofrontal diameter, abdominal circumference (<jats:styled-content style=\"fixed-case\">AC<\/jats:styled-content>) and femur length (<jats:styled-content style=\"fixed-case\">FL<\/jats:styled-content>) were obtained blindly by dedicated research sonographers using standardized methods and identical ultrasound machines. Birth weight was measured within 12\u2009h of delivery by dedicated research anthropometrists using standardized methods and  identical electronic scales. Live babies without any congenital abnormality, who were born within 14 days of the last ultrasound scan, were selected for inclusion. As most births occurred at around 40 weeks' gestation, we constructed a bootstrap model selection and estimation procedure based on resampling of the complete dataset under an approximately uniform distribution of birth weight, thus enriching the sample size at extremes of fetal sizes, to achieve consistent estimates across the full range of fetal weight. We constructed reference centiles using second\u2010degree fractional polynomial models.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>Of the overall population, 2404 babies were born within 14 days of the last ultrasound scan. Mean time between the last scan and birth was 7.7 (range, 0\u201314) days and was uniformly distributed. Birth weight was best estimated as a function of <jats:styled-content style=\"fixed-case\">AC<\/jats:styled-content> and <jats:styled-content style=\"fixed-case\">HC<\/jats:styled-content> (without <jats:styled-content style=\"fixed-case\">FL<\/jats:styled-content>) as log(<jats:styled-content style=\"fixed-case\">EFW<\/jats:styled-content>)\u2009=\u20095.084820\u2009\u2212\u200954.06633\u2009\u00d7\u2009(<jats:styled-content style=\"fixed-case\">AC<\/jats:styled-content>\/100)<jats:sup>3<\/jats:sup>\u2009\u2212\u200995.80076\u2009\u00d7\u2009(<jats:styled-content style=\"fixed-case\">AC<\/jats:styled-content>\/100)<jats:sup>3<\/jats:sup>\u2009\u00d7\u2009log(<jats:styled-content style=\"fixed-case\">AC<\/jats:styled-content>\/100)\u2009+\u20093.136370\u2009\u00d7\u2009(<jats:styled-content style=\"fixed-case\">HC<\/jats:styled-content>\/100), where <jats:styled-content style=\"fixed-case\">EFW<\/jats:styled-content> is in g and <jats:styled-content style=\"fixed-case\">AC<\/jats:styled-content> and <jats:styled-content style=\"fixed-case\">HC<\/jats:styled-content> are in cm. All other measures, gestational age, symphysis\u2013fundus height, amniotic fluid indices and interactions between biometric measures and gestational age, were not retained in the selection process because they did not improve the prediction of <jats:styled-content style=\"fixed-case\">EFW<\/jats:styled-content>. Applying the formula to <jats:styled-content style=\"fixed-case\">FGLS<\/jats:styled-content> biometric data (<jats:italic>n<\/jats:italic>\u2009=\u20094231) enabled gestational age\u2010specific <jats:styled-content style=\"fixed-case\">EFW<\/jats:styled-content> tables to be constructed. At term, the <jats:styled-content style=\"fixed-case\">EFW<\/jats:styled-content> centiles matched those of the <jats:styled-content style=\"fixed-case\">INTERGROWTH<\/jats:styled-content>\u201021<jats:sup>st<\/jats:sup> Newborn Size Standards but, at\u2009&lt;\u200937\u2009weeks' gestation, the <jats:styled-content style=\"fixed-case\">EFW<\/jats:styled-content> centiles were, as expected, higher than those of babies born preterm. Comparing <jats:styled-content style=\"fixed-case\">EFW<\/jats:styled-content> cross\u2010sectional values with the <jats:styled-content style=\"fixed-case\">INTERGROWTH<\/jats:styled-content>\u201021<jats:sup>st<\/jats:sup> Preterm Postnatal Growth Standards confirmed that preterm postnatal growth is a different biological process from intrauterine growth.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusions<\/jats:title><jats:p>We provide an assessment of <jats:styled-content style=\"fixed-case\">EFW<\/jats:styled-content>, as an adjunct to routine ultrasound biometry, from 22 to 40 weeks' gestation. However, we strongly encourage clinicians to evaluate fetal growth using separate biometric measures such as <jats:styled-content style=\"fixed-case\">HC<\/jats:styled-content> and <jats:styled-content style=\"fixed-case\">AC<\/jats:styled-content>, as well as <jats:styled-content style=\"fixed-case\">EFW<\/jats:styled-content>, to avoid the minimalist approach of focusing on a single value. \u00a9 2016 Authors. 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