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References from 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. Local targets link to admitted publications; unresolved targets remain external evidence.
Exploring trends of severe postpartum haemorrhage: a hospital-based study
10.1186/s12884-023-05702-6 · 2023 · External reference
Epidemiology and definition of PPH worldwide
10.1016/j.bpa.2022.11.001 · 2022 · External reference
Risk factors for postpartum hemorrhage in a Thai-Myanmar border community hospital: a nested case-control study
10.3390/ijerph18094633 · 2021 · External reference
The cost-effectiveness of preventing, diagnosing, and treating postpartum haemorrhage: a systematic review of economic evaluations. Shennan A, ed
10.1371/journal.pmed.1004461 · 2024 · External reference
Postpartum haemorrhage and long-term mortality
10.1111/ppe.13166 · 2025 · External reference
Prediction of postpartum hemorrhage (PPH) using machine learning algorithms in a Kenyan population
10.3389/fgwh.2023.1161157 · 2023 · External reference
A novel oppositional binary crow search algorithm with optimal machine learning based postpartum hemorrhage prediction model
10.1186/s12884-022-04775-z · 2022 · External reference
Machine learning models for prediction of maternal hemorrhage and transfusion: model development study
10.2196/52059 · 2024 · External reference
Integrating SHAP analysis with machine learning to predict postpartum hemorrhage in vaginal births
10.1186/s12884-025-07633-w · 2025 · External reference
Interpretable machine learning predicts postpartum hemorrhage with severe maternal morbidity in a lower-risk laboring obstetric population
10.1016/j.ajogmf.2024.101391 · 2024 · External reference
Advancing machine learning tools for early prediction and clinical diagnosis of pre-eclampsia
10.1016/j.preghy.2025.101269 · 2025 · External reference
Accuracy of machine learning and traditional statistical models in the prediction of postpartum haemorrhage: a systematic review
10.1136/bmjopen-2024-094455 · 2025 · External reference
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
10.1155/ogi/2026/9946379 · 2026 · External reference
Association between the second-stage duration of labor and perinatal outcomes in women with a prior cesarean delivery
10.1186/s12884-022-04871-0 · 2022 · External reference
Higher risk of hemorrhage and maternal morbidity in vaginal birth after second stage of labor C-section
10.1007/s00404-021-06254-w · 2022 · External reference
Maternal and neonatal outcomes of prolonged second stage of labor with delayed pushing: a study of French perinatal practices before and after guideline changes
10.1016/j.ejogrb.2024.11.010 · 2025 · External reference
Risk factors for postpartum hemorrhage and its severe forms with blood loss evaluated objectively—a prospective cohort study
10.1055/s-0040-1718439 · 2021 · External reference
A comparison of maternal and neonatal outcomes with forceps delivery versus cesarean delivery
10.1080/14767058.2018.1490720 · 2020 · External reference
A new non-invasive procedure for refractory PPH after vaginal delivery and caesarean section
10.1080/01443615.2020.1803237 · 2021 · External reference
Kielland’s rotational forceps delivery: a comparison of maternal and neonatal outcomes with rotational ventouse or second stage caesarean section deliveries
10.1016/j.ejogrb.2020.08.026 · 2020 · External reference
Kielland’s rotational forceps delivery: comparison of maternal and neonatal outcomes with pregnancies delivering by non-rotational forceps
10.1080/01443615.2021.1907557 · 2022 · External reference
Associations between pre-pregnancy body mass index and gestational weight gain with pregnancy outcomes in women with polycystic ovary syndrome
10.1186/s13098-020-00595-3 · 2020 · External reference
Influence of maternal body mass index on pregnancy complications and outcomes: a systematic review and meta-analysis
10.3389/fendo.2024.1280692 · 2024 · External reference
Meta-analysis to assess the role of maternal characteristics and risk factors on postpartum hemorrhage
10.17219/acem/158474 · 2023 · External reference
Predicting postpartum hemorrhage in women undergoing planned cesarean section: a multicenter retrospective cohort study in Japan. Aimagambetova G, ed
10.1371/journal.pone.0306488 · 2024 · External reference
The impact of abnormal maternal body mass index during pregnancy on perinatal outcomes: a registry-based study from Qatar
10.1515/jpm-2023-0198 · 2023 · External reference
Episiotomy—risk factors and outcomes
10.3109/14767058.2016.1169527 · 2017 · External reference
Maternal characteristics and causes associated with refractory postpartum haemorrhage after vaginal birth: a secondary analysis of the WHO CHAMPION trial data
10.1111/1471-0528.16040 · 2020 · External reference
Multiple pregnancy and the risk of postpartum hemorrhage: retrospective analysis in a tertiary level center of care
10.3390/diagnostics13030446 · 2023 · External reference
Predictors of postpartum hemorrhage at public hospitals in Addis Ababa, Ethiopia: a case-control study
10.1016/j.heliyon.2024.e26762 · 2024 · External reference
Perinatal outcomes in grand multiparous women stratified by parity-a large multicenter study
10.1016/j.ejogrb.2024.07.021 · 2024 · External reference
Pregnancy and delivery outcomes in women with persistent versus resolved low-lying placenta in the late third trimester
10.1002/jum.15687 · 2022 · External reference
A comparative analysis of postpartum hemorrhage incidence and influencing factors between nulliparous and multiparous women in hunan province, China: a multicenter retrospective cohort study
10.1016/j.pmedr.2023.102580 · 2024 · External reference
Analysis of risk factors and establishment of a risk prediction model for severe postpartum haemorrhage
10.12968/hmed.2024.0455 · 2024 · External reference
Differential study on the relationship between HPV infection and vaginal microbiota composition in Uygur and Han women
10.1016/j.micpath.2024.107149 · 2025 · External reference
Hepatitis B virus infection during pregnancy and the risk of postpartum hemorrhage: a protocol for systematic review and meta-analysis
10.1097/sp9.0000000000000020 · 2024 · External reference
Acute obstetric coagulopathy during postpartum hemorrhage is caused by hyperfibrinolysis and dysfibrinogenemia: an observational cohort study
10.1016/j.jtha.2022.11.036 · 2023 · External reference
Improving postpartum hemorrhage risk prediction using longitudinal electronic medical records
10.1093/jamia/ocab161 · 2022 · External reference
Postpartum infection, pain and experiences with care among women treated for postpartum hemorrhage in three African countries: a cohort study of women managed with and without condom-catheter uterine balloon tamponade
10.1371/journal.pone.0245988 · 2021 · External reference
Risk of disseminated intravascular coagulation in postpartum hemorrhage associated with intrauterine infection
10.1016/j.jogoh.2023.102626 · 2023 · External reference
Collection of umbilical cord blood and the risk of complications in postpartum women after natural labour in the context of the possibility of umbilical cord stem cells usage in clinical practice
10.5603/gp.a2020.0179 · 2021 · External reference
Delayed umbilical cord clamping in elective and nonelective term cesarean delivery
10.1016/j.jogoh.2023.102717 · 2024 · External reference
Delayed versus early umbilical cord clamping for near-term infants born to preeclamptic mothers; a randomized controlled trial
10.1186/s12884-022-04831-8 · 2022 · External reference
Effect of umbilical cord milking versus delayed cord clamping on preterm neonates in Kenya: a randomized controlled trial
10.1371/journal.pone.0246109 · 2021 · External reference
Effects of delayed cord clamping at different time intervals in late preterm and term neonates: a randomized controlled trial
10.1007/s00431-023-05053-6 · 2023 · External reference
BIMSSA: enhancing cancer prediction with salp swarm optimization and ensemble machine learning approaches
10.3389/fgene.2024.1491602 · 2025 · External reference
Implementation and outcomes of universal delayed umbilical cord clamping at term
10.1055/s-0038-1669908 · 2019 · External reference
Management of the third stage of labour: (for the optimal intrapartum care series edited by mercedes bonet, femi oladapo and metin gülmezoglu)
10.1016/j.bpobgyn.2020.03.003 · 2020 · External reference
Maternal bleeding complications and neonatal outcomes following early versus delayed umbilical cord clamping in cesarean deliveries for very low birthweight infants
10.1038/s41372-022-01558-4 · 2023 · External reference
Placental cord drainage vs delayed cord clamping at elective caesarean section: a randomised controlled trial
10.1111/ajo.13756 · 2024 · External reference
Prevention of postpartum hemorrhage in vaginal deliveries
10.1016/j.ejogrb.2022.11.021 · 2023 · External reference