ArticleObstetrics and gynecology international2026
Clinical Outcomes, Incidence, Associated Factors, and Prediction Model of Intensive Care Unit Admission in Women With Postpartum Hemorrhage Following Cesarean Delivery: A Secondary Analysis of a Tertiary-Care Cohort in Thailand.
Article in Obstetrics and gynecology international, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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Who cites it
2 citing papers in PubMed.
- Clinical Outcomes, Incidence, Associated Factors, and Prediction Model of Intensive Care Unit Admission in Women With Postpartum Hemorrhage Following Cesarean Delivery: A Secondary Analysis of a Tertiary-Care Cohort in Thailand.Obstetrics and gynecology international · 2026Article
- Development and validation of a postpartum hemorrhage risk prediction model for advanced maternal age women undergoing vaginal delivery: a comparison of multiple machine learning algorithms.Frontiers in medicine · 2026Article
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Authors and funding
6 authors.
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Abstract
Objectives: We aimed to determine the clinical outcomes, incidence, associated factors, and a predictive model for intensive care unit (ICU) admission among patients with postpartum hemorrhage (PPH) following cesarean delivery. Study Design: Secondary analysis of a retrospective cohort of parturients with PPH following cesarean delivery between January 1, 2016, and December 31, 2020. Methods: Patients with an estimated blood loss < 1000 mL or incomplete data were excluded. Perioperative, obstetric, and anesthetic variables were evaluated. Multivariable logistic regression identified factors associated with ICU admission. Results are reported as adjusted odds ratios (aORs) with 95% confidence intervals (CIs). Results: Of 649 eligible patients, 44 (6.78%; 95% CI, 5.09-8.98) were admitted to the ICU. Estimated blood loss > 2200 mL (aOR 16.51; 95% CI, 7.28-37.45; Conclusions: ICU admission was associated with more severe maternal illness and adverse perioperative outcomes. Factors associated with ICU admission included severe blood loss, general anesthesia, earlier gestational age, and emergency cesarean delivery. Recognition of these characteristics may facilitate timely escalation of monitoring and multidisciplinary management when severe PPH occurs.
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