Matches in SemOpenAlex for { <https://semopenalex.org/work/W2492967162> ?p ?o ?g. }
- W2492967162 abstract "Uterine contractions produced during labor have the potential to damage a fetus by diminishing the maternal blood flow to the placenta, which can result in fetus hypoxia. In order to observe this phenomenon in practice, labor and delivery are routinely monitored using cardiotocography monitors. The cardiotocography recordings are used by obstetricians to help diagnosis fetus hypoxia. However, cardiotocography capture and interpretation is time consuming and subjective, often leading to misclassification that result in damage to the fetus and unnecessary cesarean sections. Therefore, correct classification is dependent on qualified and experienced obstetric and midwifery staff and their understanding of classification methods. As such, other, more objective measures may help to reduce misclassification among medical practitioners. For example, automatic detection of correlates between uterine contractions and fetal heart rate can be used to reduce unnecessary medical interventions, such as hypoxia and cesarean section, during the first stage of labor and can be instrumental in vaginal delivery in the second. The challenge is to develop predictive algorithms capable of detecting, with high accuracy, when a child is genuinely compromised before medical intervention is considered. This chapter aims to provide a discussion of the requirements for such an approach and discuss a methodology for objectively identifying intrapartum hypoxia." @default.
- W2492967162 created "2016-08-23" @default.
- W2492967162 creator A5015808667 @default.
- W2492967162 creator A5060381913 @default.
- W2492967162 creator A5088271064 @default.
- W2492967162 date "2016-01-01" @default.
- W2492967162 modified "2023-10-16" @default.
- W2492967162 title "Prediction of Intrapartum Hypoxia from Cardiotocography Data Using Machine Learning" @default.
- W2492967162 cites W1508567151 @default.
- W2492967162 cites W1539570032 @default.
- W2492967162 cites W1552648027 @default.
- W2492967162 cites W1600561431 @default.
- W2492967162 cites W1701755716 @default.
- W2492967162 cites W1862394037 @default.
- W2492967162 cites W1923313349 @default.
- W2492967162 cites W1964073779 @default.
- W2492967162 cites W1968600492 @default.
- W2492967162 cites W1969291544 @default.
- W2492967162 cites W1970872497 @default.
- W2492967162 cites W1978211736 @default.
- W2492967162 cites W1980469766 @default.
- W2492967162 cites W1981045255 @default.
- W2492967162 cites W1981252362 @default.
- W2492967162 cites W1986826831 @default.
- W2492967162 cites W1987737506 @default.
- W2492967162 cites W1990755540 @default.
- W2492967162 cites W1991181258 @default.
- W2492967162 cites W1992852337 @default.
- W2492967162 cites W1993701253 @default.
- W2492967162 cites W1995649547 @default.
- W2492967162 cites W1996341174 @default.
- W2492967162 cites W1996653348 @default.
- W2492967162 cites W2002309500 @default.
- W2492967162 cites W2004372057 @default.
- W2492967162 cites W2010867708 @default.
- W2492967162 cites W2012518830 @default.
- W2492967162 cites W2013269823 @default.
- W2492967162 cites W2014317722 @default.
- W2492967162 cites W2016710902 @default.
- W2492967162 cites W2018648849 @default.
- W2492967162 cites W2020108261 @default.
- W2492967162 cites W2023054831 @default.
- W2492967162 cites W2025050018 @default.
- W2492967162 cites W2025952519 @default.
- W2492967162 cites W2029102422 @default.
- W2492967162 cites W2035192429 @default.
- W2492967162 cites W2044050827 @default.
- W2492967162 cites W2044561160 @default.
- W2492967162 cites W2050875420 @default.
- W2492967162 cites W2056736690 @default.
- W2492967162 cites W2058781437 @default.
- W2492967162 cites W2058798973 @default.
- W2492967162 cites W2059511347 @default.
- W2492967162 cites W2061124729 @default.
- W2492967162 cites W2061797743 @default.
- W2492967162 cites W2065076733 @default.
- W2492967162 cites W2070705953 @default.
- W2492967162 cites W2076787107 @default.
- W2492967162 cites W2077005461 @default.
- W2492967162 cites W2078346045 @default.
- W2492967162 cites W2079951033 @default.
- W2492967162 cites W2080681641 @default.
- W2492967162 cites W2080986110 @default.
- W2492967162 cites W2083887404 @default.
- W2492967162 cites W2089742427 @default.
- W2492967162 cites W2089837105 @default.
- W2492967162 cites W2094828041 @default.
- W2492967162 cites W2095992741 @default.
- W2492967162 cites W2097581696 @default.
- W2492967162 cites W2098358580 @default.
- W2492967162 cites W2105185892 @default.
- W2492967162 cites W2109865353 @default.
- W2492967162 cites W2110886515 @default.
- W2492967162 cites W2111358949 @default.
- W2492967162 cites W2115651140 @default.
- W2492967162 cites W2117399799 @default.
- W2492967162 cites W2118183148 @default.
- W2492967162 cites W2119063996 @default.
- W2492967162 cites W2119479037 @default.
- W2492967162 cites W2119650563 @default.
- W2492967162 cites W2122410182 @default.
- W2492967162 cites W2122676398 @default.
- W2492967162 cites W2124561624 @default.
- W2492967162 cites W2124921884 @default.
- W2492967162 cites W2128728535 @default.
- W2492967162 cites W2129222231 @default.
- W2492967162 cites W2133589238 @default.
- W2492967162 cites W2134857072 @default.
- W2492967162 cites W2135153710 @default.
- W2492967162 cites W2137431738 @default.
- W2492967162 cites W2138620158 @default.
- W2492967162 cites W2138893667 @default.
- W2492967162 cites W2143367322 @default.
- W2492967162 cites W2146446882 @default.
- W2492967162 cites W2148143831 @default.
- W2492967162 cites W2148657112 @default.
- W2492967162 cites W2151276043 @default.
- W2492967162 cites W2152806993 @default.
- W2492967162 cites W2154706222 @default.
- W2492967162 cites W2155642345 @default.