A model for foetal growth and diagnosis of intrauterine growth restriction
A model for foetal growth is developed and used to construct tools for diagnosis of intrauterine growth restriction. Foetal weight estimates are first transformed to normally distributed z‐scores. The covariance structure over gestational ages is then estimated using a novel regression model. The di...
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Veröffentlicht in: | Statistics in medicine 2002-01, Vol.21 (1), p.95-112 |
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description | A model for foetal growth is developed and used to construct tools for diagnosis of intrauterine growth restriction. Foetal weight estimates are first transformed to normally distributed z‐scores. The covariance structure over gestational ages is then estimated using a novel regression model. The diagnostic tools include individual growth curves with error bounds, probabilities to assess whether a foetus is small for its gestational age, and residual scores to determine whether current growth rates are unusual. The methods were developed sing data from 13593 ultrasound examinations involving 7888 oetal subjects. The model shows that median foetal growth elocity increases up to a gestational age of 35 weeks and then ecreases during the final weeks of pregnancy. When growth is xpressed as change in log weight, or equivalently as change oportional to current weight, the model reveals a constant celeration as gestational age increases from 14 to 42 weeks. Copyright © 2002 John Wiley & Sons, Ltd. |
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Foetal weight estimates are first transformed to normally distributed z‐scores. The covariance structure over gestational ages is then estimated using a novel regression model. The diagnostic tools include individual growth curves with error bounds, probabilities to assess whether a foetus is small for its gestational age, and residual scores to determine whether current growth rates are unusual. The methods were developed sing data from 13593 ultrasound examinations involving 7888 oetal subjects. The model shows that median foetal growth elocity increases up to a gestational age of 35 weeks and then ecreases during the final weeks of pregnancy. When growth is xpressed as change in log weight, or equivalently as change oportional to current weight, the model reveals a constant celeration as gestational age increases from 14 to 42 weeks. 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Placenta ; Ultrasonography, Prenatal ; variogram ; z-scores</subject><ispartof>Statistics in medicine, 2002-01, Vol.21 (1), p.95-112</ispartof><rights>Copyright © 2002 John Wiley & Sons, Ltd.</rights><rights>2002 INIST-CNRS</rights><rights>Copyright 2002 John Wiley & Sons, Ltd.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3819-150e335f5f32fd2ce0fdfd37a852e3a7163abae4a9e1d5c91cbcd10ce298eb0d3</citedby><cites>FETCH-LOGICAL-c3819-150e335f5f32fd2ce0fdfd37a852e3a7163abae4a9e1d5c91cbcd10ce298eb0d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fsim.969$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fsim.969$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=13388427$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/11782053$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hooper, Peter M.</creatorcontrib><creatorcontrib>Mayes, Damon C.</creatorcontrib><creatorcontrib>Demianczuk, Nestor N.</creatorcontrib><title>A model for foetal growth and diagnosis of intrauterine growth restriction</title><title>Statistics in medicine</title><addtitle>Statist. Med</addtitle><description>A model for foetal growth is developed and used to construct tools for diagnosis of intrauterine growth restriction. Foetal weight estimates are first transformed to normally distributed z‐scores. The covariance structure over gestational ages is then estimated using a novel regression model. The diagnostic tools include individual growth curves with error bounds, probabilities to assess whether a foetus is small for its gestational age, and residual scores to determine whether current growth rates are unusual. The methods were developed sing data from 13593 ultrasound examinations involving 7888 oetal subjects. The model shows that median foetal growth elocity increases up to a gestational age of 35 weeks and then ecreases during the final weeks of pregnancy. When growth is xpressed as change in log weight, or equivalently as change oportional to current weight, the model reveals a constant celeration as gestational age increases from 14 to 42 weeks. Copyright © 2002 John Wiley & Sons, Ltd.</description><subject>Biological and medical sciences</subject><subject>Computerized, statistical medical data processing and models in biomedicine</subject><subject>Embryonic and Fetal Development - physiology</subject><subject>Female</subject><subject>Fetal Growth Retardation - diagnosis</subject><subject>Fetal Weight - physiology</subject><subject>foetal growth</subject><subject>Gynecology. Andrology. Obstetrics</subject><subject>Humans</subject><subject>Infant, Newborn</subject><subject>Infant, Small for Gestational Age - physiology</subject><subject>Kriging</subject><subject>Management. Prenatal diagnosis</subject><subject>Medical sciences</subject><subject>Medical statistics</subject><subject>Models, Biological</subject><subject>Models, Statistical</subject><subject>non-parametric regression</subject><subject>Pregnancy</subject><subject>Pregnancy. Fetus. Placenta</subject><subject>Ultrasonography, Prenatal</subject><subject>variogram</subject><subject>z-scores</subject><issn>0277-6715</issn><issn>1097-0258</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2002</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp10EtLxDAUBeAgio4P_AfSjbqQam5iJu1yGB-j-EBUXIZMcqPRttGkg_rvrXTUlYvL3XycA4eQTaD7QCk7SL7eL4flAhkALWVOmSgWyYAyKfOhBLFCVlN6phRAMLlMVgBkwajgA3I-yupgscpciN1hq6vsMYb39inTjc2s149NSD5lwWW-aaOetRh9gz8oYmqjN60PzTpZcrpKuDH_a-T-5PhuPMkvrk_PxqOL3PACyhwERc6FE44zZ5lB6qyzXOpCMORawpDrqcZDXSJYYUowU2OBGmRlgVNq-RrZ6XNfY3ibdf2q9slgVekGwywpCVwUDGQHd3toYkgpolOv0dc6fiqg6ns21c2mutk6uTWPnE1rtH9uvlMHtudAJ6MrF3VjfPpznBfFIfuu3Ovdu6_w878-dXt22dfmvfapxY9freOLGkouhXq4OlWTm8nVEZ88qDH_Ah0kk14</recordid><startdate>20020115</startdate><enddate>20020115</enddate><creator>Hooper, Peter M.</creator><creator>Mayes, Damon C.</creator><creator>Demianczuk, Nestor N.</creator><general>John Wiley & Sons, Ltd</general><general>Wiley</general><scope>BSCLL</scope><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20020115</creationdate><title>A model for foetal growth and diagnosis of intrauterine growth restriction</title><author>Hooper, Peter M. ; Mayes, Damon C. ; Demianczuk, Nestor N.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3819-150e335f5f32fd2ce0fdfd37a852e3a7163abae4a9e1d5c91cbcd10ce298eb0d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2002</creationdate><topic>Biological and medical sciences</topic><topic>Computerized, statistical medical data processing and models in biomedicine</topic><topic>Embryonic and Fetal Development - physiology</topic><topic>Female</topic><topic>Fetal Growth Retardation - diagnosis</topic><topic>Fetal Weight - physiology</topic><topic>foetal growth</topic><topic>Gynecology. Andrology. Obstetrics</topic><topic>Humans</topic><topic>Infant, Newborn</topic><topic>Infant, Small for Gestational Age - physiology</topic><topic>Kriging</topic><topic>Management. Prenatal diagnosis</topic><topic>Medical sciences</topic><topic>Medical statistics</topic><topic>Models, Biological</topic><topic>Models, Statistical</topic><topic>non-parametric regression</topic><topic>Pregnancy</topic><topic>Pregnancy. Fetus. Placenta</topic><topic>Ultrasonography, Prenatal</topic><topic>variogram</topic><topic>z-scores</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hooper, Peter M.</creatorcontrib><creatorcontrib>Mayes, Damon C.</creatorcontrib><creatorcontrib>Demianczuk, Nestor N.</creatorcontrib><collection>Istex</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Statistics in medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hooper, Peter M.</au><au>Mayes, Damon C.</au><au>Demianczuk, Nestor N.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A model for foetal growth and diagnosis of intrauterine growth restriction</atitle><jtitle>Statistics in medicine</jtitle><addtitle>Statist. Med</addtitle><date>2002-01-15</date><risdate>2002</risdate><volume>21</volume><issue>1</issue><spage>95</spage><epage>112</epage><pages>95-112</pages><issn>0277-6715</issn><eissn>1097-0258</eissn><abstract>A model for foetal growth is developed and used to construct tools for diagnosis of intrauterine growth restriction. Foetal weight estimates are first transformed to normally distributed z‐scores. The covariance structure over gestational ages is then estimated using a novel regression model. The diagnostic tools include individual growth curves with error bounds, probabilities to assess whether a foetus is small for its gestational age, and residual scores to determine whether current growth rates are unusual. The methods were developed sing data from 13593 ultrasound examinations involving 7888 oetal subjects. The model shows that median foetal growth elocity increases up to a gestational age of 35 weeks and then ecreases during the final weeks of pregnancy. When growth is xpressed as change in log weight, or equivalently as change oportional to current weight, the model reveals a constant celeration as gestational age increases from 14 to 42 weeks. Copyright © 2002 John Wiley & Sons, Ltd.</abstract><cop>Chichester, UK</cop><pub>John Wiley & Sons, Ltd</pub><pmid>11782053</pmid><doi>10.1002/sim.969</doi><tpages>18</tpages></addata></record> |
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subjects | Biological and medical sciences Computerized, statistical medical data processing and models in biomedicine Embryonic and Fetal Development - physiology Female Fetal Growth Retardation - diagnosis Fetal Weight - physiology foetal growth Gynecology. Andrology. Obstetrics Humans Infant, Newborn Infant, Small for Gestational Age - physiology Kriging Management. Prenatal diagnosis Medical sciences Medical statistics Models, Biological Models, Statistical non-parametric regression Pregnancy Pregnancy. Fetus. Placenta Ultrasonography, Prenatal variogram z-scores |
title | A model for foetal growth and diagnosis of intrauterine growth restriction |
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