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Routinely Collected Antenatal Data For Longitudinal Prediction Of Preeclampsia In Nulliparous Women: A Population‑Based Study, Anna Sandstrom, Jonathan Snowden, Matteo Bottai, Olof Stephansson, Anna-Karin Wikström

OHSU-PSU School of Public Health Faculty Publications and Presentations

The objective was to evaluate the sequentially updated predictive capacity for preeclampsia during pregnancy, using multivariable longitudinal models including data from antenatal care. This population-based cohort study in the Stockholm-Gotland Counties, Sweden, included 58,899 pregnancies of nulliparous women 2008–2013. Prospectively collected data from each antenatal care visit was used, including maternal characteristics, reproductive and medical history, and repeated measurements of blood pressure, weight, symphysis-fundal height, proteinuria, hemoglobin and blood glucose levels. We used a shared-effects joint longitudinal model including all available information up until a given gestational length (week 24, 28, 32, 34 and 36), to update preeclampsia prediction sequentially. …