6/22/2023 0 Comments Fox 2 news st louis traffic ldayIt is hard to say how long it might be before this kind of test becomes widely available, the researchers said. “A device dedicated to implementing our method should be built for this purpose,” said Nehorai. Findings indicate preterm birth is an abnormal physiological condition, not just a pregnancy that happened to end early, Nehorai said. It would then allow pregnant women to seek care and make lifestyle changes to protect the health of their baby as needed. Looking ahead, the researchers believe that this method should be adopted by hospitals and obstetricians as part of women’s regular pregnancy check-ups. “Our model was effective in prediction with shorter EHG recordings, which could make the model easier to use, more cost-effective in a clinical setting and possibly usable in a home setting.” “The advantage of our approach is that is inexpensive to build,” said Nehorai of the new research. In theory, the data from those women could be used as a benchmark for predicting premature birth. Nearly 19% of the women in the study delivered preterm. There were around 10% of all infants born in the U.S. They combined this data with medical information such as the woman’s age and weight, the fetal weight and any bleeding experienced in the first or second trimester. They took recordings of these electrical currents from 159 pregnant women who were at least 26 weeks along and “trained” the AI model on that data. Louis, Missouri, have developed a deep learning model (not shown) that can predict preterm births using electrical activity.ĭuring the study, the researchers performed electrohysterograms (EHGs), which use electrodes on the abdomen to record electrical activity in the uterus. Researchers from Washington University in St. “The AI/learning automatically learned the most informative features from the data that are relevant to the prediction of preterm birth,” he added.Īdditionally, the findings indicate that preterm birth is an abnormal physiological condition, not just a pregnancy that happened to end early, Nehorai said. “The key takeaway is that it is possible to take data as early as the 31st week and predict preterm birth up to the 37th week” - which surprised the researchers, Arye Nehorai, PhD, professor of electrical engineering at Washington University in St. They developed a deep learning model that can predict preterm births by analyzing electrical activity in the woman’s uterus during pregnancy - then they tested the model in a study that was published in the medical journal PLOS One. Louis, Missouri, are looking to improve those odds through the use of artificial intelligence. Now, researchers from Washington University in St. Preterm births also make up about 16% of infant deaths. in 2021 were preterm - which means they were delivered earlier than 37 weeks of pregnancy, per the Centers for Disease Control and Prevention (CDC). Improving memory may be as easy as popping a multivitamin, study findsĪbout 10% of all infants born in the U.S. New Alzheimer’s blood test may determine who is at risk of dementiaĬanadian wildfire smoke disrupting air quality for millions of Americans
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