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Feb 1, 2019 · Preterm birth, delivery before 37 weeks gestation, is a major obstetric and global health problem. It is the largest direct cause of mortality in infants aged <5 years and associated with serious morbidity in the surviving infants [1, 2 ]. Worldwide, 15 million babies are born prematurely, representing a preterm birth rate of 11.1% [ 3].
- Natalie Suff, Lisa Story, Andrew Shennan
- 2019
Sep 14, 2022 · Methods. Data used in this case-control study were extracted from the National Vital Statistics System (NVSS) database between 2018 and 2019. Univariate and multivariate logistic regression analyses were utilized to find factors associated with preterm birth. Odds ratio (OR) and 95% confidence interval (CI) were used as effect measures.
- 10.1186/s12887-022-03591-w
- 2022
- BMC Pediatr. 2022; 22: 547.
Sep 14, 2022 · Background Preterm birth is serious public health worldwide, and early prediction of preterm birth in pregnant women may provide assistance for timely intervention and reduction of preterm birth. This study aimed to develop a preterm birth prediction model that is readily available and convenient for clinical application. Methods Data used in this case-control study were extracted from the ...
Nov 10, 2023 · The accuracy of the model for the prediction of “non-preterm birth” was the highest, reaching 100%, and that of “preterm birth” was 72.73%. By constructing a preterm birth prediction model based on electronic health records, we believe that machine algorithms have great potential for preterm birth identification.
- Yao Zhang
Introduction. Preterm birth (PTB) is defined as birth at < 37 weeks of gestation or at 259 days since the first day of woman's last menstrual period. It is classified into extremely preterm (PT) if <28 weeks, very PT if 28 to <33 weeks, and moderate PT if 34 to <37 completed weeks of gestation. The last class is further categorized as early PTB ...
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Mar 10, 2021 · Therefore, the hormonal data collected at weeks 34, 35, 36, and 37 were used to predict whether the birth would occur at week 37, as well as weeks 38 and 39, and finally the data collected at ...
May 31, 2022 · To date, ML models have been developed for the prediction of many outcomes in premature infants, including mortality, 11 sepsis, 12 and retinopathy of prematurity. 13,14 However, relatively few ...
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