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September 5, 2025Medical alphabet

Postpartum hemorrhage: key risk factors, modern methods of prediction and prevention

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Authors

АЗА.М. ЗиганшинAMA. R. MulyukovОРО. В. Рязанова

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Overview

Retrospective study identifies risk factors for postpartum hemorrhage, suggesting neural network analysis enhances prediction accuracy.

Key Points

  • Postpartum hemorrhage increases blood loss significantly, averaging 700 ml in affected women.
  • Risk factors like gynecological diseases and gestational age are crucial for predicting postpartum hemorrhage.
  • A multilayer perceptron analysis was used to assess risk factors in a cohort of 193 women.
  • Identifying risk factors antenatally could improve prediction and prevention strategies for postpartum hemorrhage.

Cite This Study

Зиганшин et al. (2025) studied this question.

synapsesocial.com/papers/68c239e5b210217d6477e391https://doi.org/10.33667/2078-5631-2025-18-44-49
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Postpartum Hemorrhage in Labor: Analyzing Risk Factors Across Demographic Groups2025
  2. 2Development and Validation of a Predictive Model for Postpartum Hemorrhage in Non-Primiparous Women Who Deliver Vaginally2025
  3. 3Trends and Characteristics of Postpartum Hemorrhage in the Context of Declining Birth Rates: A Comparative Analysis of Cesarean and Vaginal Deliveries2025
  4. 4Review and analytical analysis of current trends in improving preventive and therapeutic measures for postpartum hemorrhage in women with repeat cesarean sections2025
  5. 5Postpartum Hemorrhage and Risk of Cardiovascular Disease in Later Life: A Population-Based Record Linkage Cohort Study2025