• Title/Summary/Keyword: 태아건강

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Design of Fetal Health Classification Model for Hospital Operation Management (효율적인 병원보건관리를 위한 태아건강분류 모델)

  • Chun, Je-Ran
    • Journal of Digital Convergence
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    • v.19 no.5
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    • pp.263-268
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    • 2021

  • The purpose of this study was to propose a model which is suitable for the actual delivery system by designing a fetal delivery hospital operation management and fetal health classification model. The number of deaths during childbirth is similar to the number of maternal mortality rate of 295,000 as of 2017. Among those numbers, 94% of deaths are preventable in most cases. Therefore, in this paper, we proposed a model that predicts the health condition of the fetus using data like heart rate of fetuses, fetal movements, uterine contractions, etc. that are extracted from the Cardiotocograms(CTG) test using a random forest. If the redundancy of the data is unbalanced, This proposed model guarantees a stable management of the fetal delivery health management system. To secure the accuracy of the fetal delivery health management system, we remove the outlier which embedded in the system, by setting thresholds for the upper and lower standard deviations. In addition, as the proportion of the sequence class uses the health status of fetus, a small number of classes were replicated by data-resampling to balance the classes. We had the 4~5% improvement and as the result we reached the accuracy of 97.75%. It is expected that the developed model will contribute to prevent death and effective fetal health management, also disease prevention by predicting and managing the fetus'deaths and diseases accurately in advance.

  • https://doi.org/10.14400/JDC.2021.19.5.263 인용 PDF KSCI

Study about Mother & Fetus Management Application based on Smartphone (스마트폰 기반 산모&태아 관리 어플리케이션 연구)

  • Ko, Beom-Su;Oh, Yun-Jin;Koo, Min-Jeong
    • The Journal of the Convergence on Culture Technology
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    • v.2 no.4
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    • pp.45-48
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    • 2016

  • Prenatal and postnatal management is very important as the health of pregnant woman is directly related to the health of fetus. Therefore, there is a need for systematic management of prevent potential problems regarding the health of mother and fetus. The health of pregnant woman and fetus is the responsibility regarding health management of family and childcare, which influence the health and welfare of not only just woman but also the entire family. So the health management of pregnant woman and infant is a significant problem that must be socially taken into account. This thesis studied how to provide correct prenatal education method and attachement formation method before and after the birth using mobile application. The application provides writing childcare diary, fetus diary, introduce to correct prenatal education, postnatal education method, information of expected due date and emergency contact to manage both mother and fetus at the same time.

  • https://doi.org/10.17703/JCCT.2016.2.4.45 인용 PDF

Study of pH and Gas Analysis of Umbilical Arterial Blood and Apgar Score as Indicators of Newborn Health (신생아 건강지표로서 제대동맥혈의 pH와 Gas Analysis 및 Apgar Score에 관한 연구)

  • Cho, Dae-Hyun;Lee, Mi-Na;Koh, Min-Whan;Lee, Tae-Hyung;Lee, Sung-Ho
    • Journal of Yeungnam Medical Science
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    • v.8 no.1
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    • pp.98-106
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    • 1991

  • Apgar score is most widely used evaluating indicator of newborn health, but it is very Subjective. Umbilical cord blood gas analysis is more objective and effective than Apgar score in evaluation of newborn status. Cord blood gas was changed slightly by processing of time after fetal birth. This study was undertaken to observe objectiveness and effectiveness of umbilical arterial blood gas analysis and effects of time interval of cord clamping to newborn health with 122 pregnant women and their babies. We observed following results : 1. There were poor correlation between Apgar score and umbilical cord arterial blood analysis in evaluating of newborn health (P>0.05). 2. There was no clinical significance of Apgar score or umbilical arterial blood gas analysis as single indicator in evaluating of newborn health (P>0.05). 3. Gas analysis and pH of umbilical arterial blood was more helpful in evaluating of newborn health than Apgasr score. 4. There were no significant effects of time interval of umbilical cord clamping to newborn health. 5. If there were no indications of early umbilical cord clamping, cord blood sampling at immediately after birth without cord clamping was more effective to evaluate newborn status.

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