DISCRIMINANT ANALYSIS AS A METHOD OF DETERMINATION OF GESTATIONAL PERIOD IN DRINKING WOMEN AND HEALTH CONDITION OF THEIR NEWBORNS

The article presents the methods of mathematical analysis of the impactof alcohol on pregnancy, childbirth, postpartum and the state of health of newborn state. With the help of this analysis we revealed informative diagnostic features that let determine the effect of alcohol on pregnancy, childbirt...

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Autores principales:	N. V. Protopopova, L. l. Kolesnikova, A. Y. Maryanyan, I. M. Mikhalevich, N. A. Kurashova, N. V. Koroleva
Formato:	article
Lenguaje:	RU
Publicado:	Scientific Сentre for Family Health and Human Reproduction Problems 2015
Materias:	discriminant analysis pregnancy delivery postnatal period fetus alcohol newborn Science Q
Acceso en línea:	https://doaj.org/article/dfa45a624f4b47ad92ebe43bd8f1f017
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spelling	oai:doaj.org-article:dfa45a624f4b47ad92ebe43bd8f1f0172021-11-23T06:14:33ZDISCRIMINANT ANALYSIS AS A METHOD OF DETERMINATION OF GESTATIONAL PERIOD IN DRINKING WOMEN AND HEALTH CONDITION OF THEIR NEWBORNS2541-94202587-9596https://doaj.org/article/dfa45a624f4b47ad92ebe43bd8f1f0172015-09-01T00:00:00Zhttps://www.actabiomedica.ru/jour/article/view/110https://doaj.org/toc/2541-9420https://doaj.org/toc/2587-9596The article presents the methods of mathematical analysis of the impactof alcohol on pregnancy, childbirth, postpartum and the state of health of newborn state. With the help of this analysis we revealed informative diagnostic features that let determine the effect of alcohol on pregnancy, childbirth, postpartum and newborn state: the use of alcohol before pregnancy once per month; alcohol consumption before pregnancy 2-4 times per month; smoking during pregnancy; abortion history; anemia during pregnancy; congenital heart disease on the third ultrasound screening; abnormal birth activity; subinvolution of uterus in the postpartum period; newborn gender; gestational age; prematurity and generally heavy state of a newborn. Linear classification function can be calculated by the formula 1.2. Canonical linear discriminant function can be calculated from equation [formula 3]. Diagnostic accuracy of decision rules in the middle is quite high - 76,69 %, in the first group - 75,7 %, in the second group - 77,6 %.N. V. ProtopopovaL. l. KolesnikovaA. Y. MaryanyanI. M. MikhalevichN. A. KurashovaN. V. KorolevaScientific Сentre for Family Health and Human Reproduction Problemsarticlediscriminant analysispregnancydeliverypostnatal periodfetusalcoholnewbornScienceQRUActa Biomedica Scientifica, Vol 0, Iss 5, Pp 29-34 (2015)
institution	DOAJ
collection	DOAJ
language	RU
topic	discriminant analysis pregnancy delivery postnatal period fetus alcohol newborn Science Q
spellingShingle	discriminant analysis pregnancy delivery postnatal period fetus alcohol newborn Science Q N. V. Protopopova L. l. Kolesnikova A. Y. Maryanyan I. M. Mikhalevich N. A. Kurashova N. V. Koroleva DISCRIMINANT ANALYSIS AS A METHOD OF DETERMINATION OF GESTATIONAL PERIOD IN DRINKING WOMEN AND HEALTH CONDITION OF THEIR NEWBORNS
description	The article presents the methods of mathematical analysis of the impactof alcohol on pregnancy, childbirth, postpartum and the state of health of newborn state. With the help of this analysis we revealed informative diagnostic features that let determine the effect of alcohol on pregnancy, childbirth, postpartum and newborn state: the use of alcohol before pregnancy once per month; alcohol consumption before pregnancy 2-4 times per month; smoking during pregnancy; abortion history; anemia during pregnancy; congenital heart disease on the third ultrasound screening; abnormal birth activity; subinvolution of uterus in the postpartum period; newborn gender; gestational age; prematurity and generally heavy state of a newborn. Linear classification function can be calculated by the formula 1.2. Canonical linear discriminant function can be calculated from equation [formula 3]. Diagnostic accuracy of decision rules in the middle is quite high - 76,69 %, in the first group - 75,7 %, in the second group - 77,6 %.
format	article
author	N. V. Protopopova L. l. Kolesnikova A. Y. Maryanyan I. M. Mikhalevich N. A. Kurashova N. V. Koroleva
author_facet	N. V. Protopopova L. l. Kolesnikova A. Y. Maryanyan I. M. Mikhalevich N. A. Kurashova N. V. Koroleva
author_sort	N. V. Protopopova
title	DISCRIMINANT ANALYSIS AS A METHOD OF DETERMINATION OF GESTATIONAL PERIOD IN DRINKING WOMEN AND HEALTH CONDITION OF THEIR NEWBORNS
title_short	DISCRIMINANT ANALYSIS AS A METHOD OF DETERMINATION OF GESTATIONAL PERIOD IN DRINKING WOMEN AND HEALTH CONDITION OF THEIR NEWBORNS
title_full	DISCRIMINANT ANALYSIS AS A METHOD OF DETERMINATION OF GESTATIONAL PERIOD IN DRINKING WOMEN AND HEALTH CONDITION OF THEIR NEWBORNS
title_fullStr	DISCRIMINANT ANALYSIS AS A METHOD OF DETERMINATION OF GESTATIONAL PERIOD IN DRINKING WOMEN AND HEALTH CONDITION OF THEIR NEWBORNS
title_full_unstemmed	DISCRIMINANT ANALYSIS AS A METHOD OF DETERMINATION OF GESTATIONAL PERIOD IN DRINKING WOMEN AND HEALTH CONDITION OF THEIR NEWBORNS
title_sort	discriminant analysis as a method of determination of gestational period in drinking women and health condition of their newborns
publisher	Scientific Сentre for Family Health and Human Reproduction Problems
publishDate	2015
url	https://doaj.org/article/dfa45a624f4b47ad92ebe43bd8f1f017
work_keys_str_mv	AT nvprotopopova discriminantanalysisasamethodofdeterminationofgestationalperiodindrinkingwomenandhealthconditionoftheirnewborns AT llkolesnikova discriminantanalysisasamethodofdeterminationofgestationalperiodindrinkingwomenandhealthconditionoftheirnewborns AT aymaryanyan discriminantanalysisasamethodofdeterminationofgestationalperiodindrinkingwomenandhealthconditionoftheirnewborns AT immikhalevich discriminantanalysisasamethodofdeterminationofgestationalperiodindrinkingwomenandhealthconditionoftheirnewborns AT nakurashova discriminantanalysisasamethodofdeterminationofgestationalperiodindrinkingwomenandhealthconditionoftheirnewborns AT nvkoroleva discriminantanalysisasamethodofdeterminationofgestationalperiodindrinkingwomenandhealthconditionoftheirnewborns
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DISCRIMINANT ANALYSIS AS A METHOD OF DETERMINATION OF GESTATIONAL PERIOD IN DRINKING WOMEN AND HEALTH CONDITION OF THEIR NEWBORNS

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