AIMC Topic: Pregnancy

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An early model to predict the risk of gestational diabetes mellitus in the absence of blood examination indexes: application in primary health care centres.

BMC pregnancy and childbirth Dec 8, 2021
BACKGROUND: Gestational diabetes mellitus (GDM) is one of the critical causes of adverse perinatal outcomes. A reliable estimate of GDM in early pregnancy would facilitate intervention plans for maternal and infant health care to prevent the risk of ...
Machine Learning Pregnancy Female Risk Factors Humans Pregnancy Trimester, First Diabetes, Gestational ROC Curve Adult Primary Health Care Sensitivity and Specificity Models, Statistical China
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Robotic Transvaginal Natural Orifice Transluminal Endoscopic Surgery for Resection of Parametrial and Bowel Deeply Infiltrated Endometriosis.

Journal of minimally invasive gynecology Dec 3, 2021
STUDY OBJECTIVE: To demonstrate stepwise techniques for the successful utilization of the Robotic-assisted transvaginal Natural Orifice Transluminal Endoscopy Surgery (NOTES) technique for safely surgically managing deeply infiltrated endometriosis (...
Vagina Natural Orifice Endoscopic Surgery Laparoscopy Robotic Surgical Procedures Endometriosis Humans Adult Pregnancy Robotics Female
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Validating machine learning models for the prediction of labour induction intervention using routine data: a registry-based retrospective cohort study at a tertiary hospital in northern Tanzania.

BMJ open Dec 2, 2021
OBJECTIVES: We aimed at identifying the important variables for labour induction intervention and assessing the predictive performance of machine learning algorithms.
Humans Machine Learning Tertiary Care Centers Registries Labor, Induced Tanzania Retrospective Studies Pregnancy Female
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Deep Learning-Based Computer-Aided Fetal Echocardiography: Application to Heart Standard View Segmentation for Congenital Heart Defects Detection.

Sensors (Basel, Switzerland) Nov 30, 2021
Accurate segmentation of fetal heart in echocardiography images is essential for detecting the structural abnormalities such as congenital heart defects (CHDs). Due to the wide variations attributed to different factors, such as maternal obesity, abd...
Fetal Heart Humans Deep Learning Female Computers Echocardiography Image Processing, Computer-Assisted Pregnancy Heart Defects, Congenital
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Artificial Intelligence Algorithm-Based Analysis of Ultrasonic Imaging Features for Diagnosis of Pregnancy Complicated with Brain Tumor.

Journal of healthcare engineering Nov 25, 2021
This research was to explore the accuracy of ultrasonic diagnosis based on artificial intelligence algorithm in the diagnosis of pregnancy complicated with brain tumors. In this study, 18 patients with pregnancy complicated with brain tumor confirmed...
Ultrasonography Image Processing, Computer-Assisted Humans Pregnancy Artificial Intelligence Female Algorithms Brain Neoplasms
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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...
Labor, Obstetric Tokyo Risk Postpartum Hemorrhage Delivery, Obstetric Humans Pregnancy Female Neural Networks, Computer ROC Curve Machine Learning Logistic Models Models, Theoretical Area Under Curve Support Vector Machine False Positive Reactions Adult Infant, Newborn Deep Learning Models, Statistical Middle Aged Reproducibility of Results Adolescent Young Adult
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Predicting completion of clinical trials in pregnant women: Cox proportional hazard and neural network models.

Clinical and translational science Nov 17, 2021
This study aimed to develop a model for predicting the completion of clinical trials involving pregnant women using the Cox proportional hazard model and neural network model (DeepSurv) and to compare the predictive performance of both methods. We co...
Neural Networks, Computer Humans Pregnancy Proportional Hazards Models Pregnant People Probability Female
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mHealth apps for gestational diabetes mellitus that provide clinical decision support or artificial intelligence: A scoping review.

Diabetic medicine : a journal of the British Diabetic Association Nov 16, 2021
AIMS: Gestational diabetes (GDM) is the most common metabolic disorder of pregnancy, requiring complex management and empowerment of those affected. Mobile health (mHealth) applications (apps) are proposed for streamlining healthcare service delivery...
Blood Glucose Decision Support Systems, Clinical Mobile Applications Telemedicine Artificial Intelligence Pregnancy Female Diabetes, Gestational Postpartum Period Humans
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Quality of life and long-term clinical outcome following robot-assisted radical trachelectomy.

European journal of obstetrics, gynecology, and reproductive biology Nov 16, 2021
UNLABELLED: Quality of Life and long-term clinical outcome following robot-assisted radical trachelectomy.
Robotics Trachelectomy Uterine Cervical Neoplasms Quality of Life Humans Surveys and Questionnaires Pregnancy Female
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Simulation and beyond - Principles of effective obstetric training.

Best practice & research. Clinical obstetrics & gynaecology Nov 15, 2021
Simulation training provides a safe, non-judgmental environment where members of the multi-professional team can practice both their technical and non-technical skills. Poor teamwork and communication are recurring contributing factors to adverse mat...
Humans Communication Artificial Intelligence Clinical Competence Patient Care Team Pregnancy Simulation Training Female Infant, Newborn
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