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September 10, 2025Ultrasound in Obstetrics and Gynecology

Development and validation of prediction model for pre‐eclampsia‐related maternal adverse outcome: retrospective cohort study

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Authors

MHMin HuangWXWenjie XieLKLili Kang

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Overview

Retrospective cohort study identifies key risk factors for maternal adverse outcome in pre-eclampsia, suggesting effective predictive models.

Key Points

  • Model 1 achieved an AUC of 0.93 in predicting maternal adverse outcomes, indicating high accuracy.
  • Key risk factors include maternal age over 35, irregular antenatal care, and elevated mean arterial pressure.
  • Developed using multivariate logistic regression and Cox regression, the models aid early patient identification.
  • Validation confirmed both models are clinically useful for predicting adverse outcomes in pre-eclampsia patients.

Cite This Study

Huang et al. (2025) studied this question.

synapsesocial.com/papers/68c1d7ee54b1d3bfb60f9d0ahttps://doi.org/10.1002/uog.70001
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