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Conexiant chevron_right Endocrinology chevron_right Can AI Predict Preterm Birth in Diabetic Hypertensive Pregnancies
From the Journals

Can AI Predict Preterm Birth in Diabetic, Hypertensive Pregnancies?

Retrospective study finds machine-learning model identifies clinical factors associated with preterm delivery in a high-risk obstetric population.

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  1. Naive Bayes model predicts preterm birth risk in women with gestational diabetes and hypertensive disorders of pregnancy.

  2. Study used EMR data from two hospitals in China. 

  3. 257 participants analyzed; model achieved AUC of 0.777.

  4. Key predictors include liver function and vascular stability metrics.

  5. Developed SMOTE for class imbalance in predictions.

  6. The model has potential for real-time clinical decision-making support.

    Source: Frontiers in Endocrinology

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