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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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | Russian |
| Published: |
Scientific Сentre for Family Health and Human Reproduction Problems
2015-09-01
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| Series: | Acta Biomedica Scientifica |
| Subjects: | |
| Online Access: | https://www.actabiomedica.ru/jour/article/view/110 |
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| _version_ | 1849251611281457152 |
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| 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 |
| collection | DOAJ |
| 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 |
| id | doaj-art-dfa45a624f4b47ad92ebe43bd8f1f017 |
| institution | Kabale University |
| issn | 2541-9420 2587-9596 |
| language | Russian |
| publishDate | 2015-09-01 |
| publisher | Scientific Сentre for Family Health and Human Reproduction Problems |
| record_format | Article |
| series | Acta Biomedica Scientifica |
| spelling | doaj-art-dfa45a624f4b47ad92ebe43bd8f1f0172025-08-20T03:56:54ZrusScientific Сentre for Family Health and Human Reproduction ProblemsActa Biomedica Scientifica2541-94202587-95962015-09-01052934110DISCRIMINANT ANALYSIS AS A METHOD OF DETERMINATION OF GESTATIONAL PERIOD IN DRINKING WOMEN AND HEALTH CONDITION OF THEIR NEWBORNSN. V. Protopopova0L. l. Kolesnikova1A. Y. Maryanyan2I. M. Mikhalevich3N. A. Kurashova4N. V. Koroleva5Scientific Centre for Family Health and Human Reproduction Problems; Irkutsk State Medical Academy of Continuing EducationScientific Centre for Family Health and Human Reproduction Problems; Irkutsk State UniversityIrkutsk State Medical UniversityScientific Centre for Family Health and Human Reproduction Problems; Irkutsk State Medical Academy of Continuing EducationScientific Centre for Family Health and Human Reproduction ProblemsScientific Centre for Family Health and Human Reproduction ProblemsThe 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 %.https://www.actabiomedica.ru/jour/article/view/110discriminant analysispregnancydeliverypostnatal periodfetusalcoholnewborn |
| spellingShingle | 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 Acta Biomedica Scientifica discriminant analysis pregnancy delivery postnatal period fetus alcohol newborn |
| title | 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_short | 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 |
| topic | discriminant analysis pregnancy delivery postnatal period fetus alcohol newborn |
| url | https://www.actabiomedica.ru/jour/article/view/110 |
| work_keys_str_mv | AT nvprotopopova discriminantanalysisasamethodofdeterminationofgestationalperiodindrinkingwomenandhealthconditionoftheirnewborns AT llkolesnikova discriminantanalysisasamethodofdeterminationofgestationalperiodindrinkingwomenandhealthconditionoftheirnewborns AT aymaryanyan discriminantanalysisasamethodofdeterminationofgestationalperiodindrinkingwomenandhealthconditionoftheirnewborns AT immikhalevich discriminantanalysisasamethodofdeterminationofgestationalperiodindrinkingwomenandhealthconditionoftheirnewborns AT nakurashova discriminantanalysisasamethodofdeterminationofgestationalperiodindrinkingwomenandhealthconditionoftheirnewborns AT nvkoroleva discriminantanalysisasamethodofdeterminationofgestationalperiodindrinkingwomenandhealthconditionoftheirnewborns |