AIMC Topic: Postpartum Hemorrhage

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Machine learning approach for the prediction of postpartum hemorrhage in vaginal birth.

Scientific reports Nov 19, 2021
Postpartum hemorrhage is the leading cause of maternal morbidity. Clinical prediction of postpartum hemorrhage remains challenging, particularly in the case of a vaginal birth. We studied machine learning models to predict postpartum hemorrhage. Wome...
Pregnancy Female Neural Networks, Computer Machine Learning Young Adult Adult Infant, Newborn Reproducibility of Results Humans False Positive Reactions Risk Models, Statistical Area Under Curve Labor, Obstetric Postpartum Hemorrhage Tokyo Delivery, Obstetric Middle Aged Deep Learning Adolescent ROC Curve Logistic Models Models, Theoretical Support Vector Machine
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Prediction of obstetrical and fetal complications using automated electronic health record data.

American journal of obstetrics and gynecology Oct 22, 2020
An increasing number of delivering women experience major morbidity and mortality. Limited work has been done on automated predictive models that could be used for prevention. Using only routinely collected obstetrical data, this study aimed to devel...
Routinely Collected Health Data Uterine Rupture Obstetric Labor Complications Clinical Decision Rules Pregnancy in Obesity Stillbirth Pregnancy Female Premature Birth Parity Retrospective Studies Electronic Health Records Machine Learning Pre-Eclampsia Maternal Age Time Factors Postpartum Hemorrhage Reproducibility of Results Blood Pressure Hypoxia-Ischemia, Brain Adult Humans
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Antidepressant use in late gestation and risk of postpartum haemorrhage: a retrospective cohort study.

BJOG : an international journal of obstetrics and gynaecology Sep 15, 2015
OBJECTIVE: To investigate the association between antidepressant use in late gestation and postpartum haemorrhage (PPH).
Humans Retrospective Studies Cesarean Section Risk Factors Postpartum Hemorrhage Female Pregnancy Complications Antidepressive Agents
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Radiofrequency-induced endometrial ablation for the treatment of postpartum hemorrhage after vaginal delivery: Case report.

Medicine Dec 1, 2017
RATIONALE: Postpartum hemorrhage is a common complication and difficult problem in obstetrics. Radiofrequency-induced endometrial ablation (RFIEA) widely used in abnormal uterine bleeding and achieved good effects. This article will investigate the e...
Endometrial Ablation Techniques Female Humans Postpartum Hemorrhage Adult
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