AIMC Topic: Gestational Age

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Development and validation of a machine-learning model for prediction of shoulder dystocia.

Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology Oct 1, 2020
OBJECTIVES: To develop a machine-learning (ML) model for prediction of shoulder dystocia (ShD) and to externally validate the model's predictive accuracy and potential clinical efficacy in optimizing the use of Cesarean delivery in the context of sus...
ROC Curve Predictive Value of Tests Patient Selection Risk Factors Adult Ultrasonography, Prenatal Biometry Fetal Weight Fetal Macrosomia Humans Shoulder Dystocia Machine Learning Israel Pregnancy Diabetes, Gestational Female Gestational Age Cesarean Section Reproducibility of Results
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Predictive models of hypertensive disorders in pregnancy based on support vector machine algorithm.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2020
BACKGROUND: The risk factors of hypertensive disorders in pregnancy (HDP) could be summarized into three categories: clinical epidemiological factors, hemodynamic factors and biochemical factors.
Risk Factors Adult Hemodynamics Algorithms Pregnancy Female Blood Pressure Pulse Wave Analysis Body Weight Socioeconomic Factors Support Vector Machine Predictive Value of Tests Humans Radial Artery Hematologic Tests Hypertension, Pregnancy-Induced Data Mining Early Diagnosis Gestational Age
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Continuous Glucose Monitoring Linked to an Artificial Intelligence Risk Index: Early Footprints of Intraventricular Hemorrhage in Preterm Neonates.

Diabetes technology & therapeutics Mar 1, 2019
OBJECTIVE: To develop and validate a new risk score for intraventricular hemorrhage (IVH) in preterm neonates based on continuous glucose monitoring (CGM).
Risk Assessment Cerebral Hemorrhage Blood Glucose Self-Monitoring Infant, Premature Humans Gestational Age Infant, Newborn Risk Factors Male Artificial Intelligence Retrospective Studies Female
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Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks.

JAMA ophthalmology Jul 1, 2018
IMPORTANCE: Retinopathy of prematurity (ROP) is a leading cause of childhood blindness worldwide. The decision to treat is primarily based on the presence of plus disease, defined as dilation and tortuosity of retinal vessels. However, clinical diagn...
Humans Neural Networks, Computer Algorithms Female Infant, Newborn Image Interpretation, Computer-Assisted Infant Reproducibility of Results Infant, Premature Deep Learning Sensitivity and Specificity Gestational Age ROC Curve Male Retinopathy of Prematurity Photography Retinal Vessels
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Robot-Assisted Abdominal Cerclage During Pregnancy.

JSLS : Journal of the Society of Laparoendoscopic Surgeons Jan 1, 2016
BACKGROUND AND OBJECTIVES: Cervical insufficiency is a difficult condition to diagnose and can lead to preterm birth, miscarriage, or perinatal infant morbidity and mortality. We conducted this retrospective case study and literature review to evalua...
Uterine Cervical Incompetence Female Infant, Newborn Premature Birth Pregnancy Complications Humans Gestational Age Retrospective Studies Cerclage, Cervical Pregnancy Adult Pregnancy Outcome Robotics
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Effect of Maternal Factors and Fetomaternal Glucose Homeostasis on Birth Weight and Postnatal Growth.

Journal of clinical research in pediatric endocrinology Sep 1, 2015
OBJECTIVE: It is important to identify the possible risk factors for the occurrence of large for gestational age (LGA) in newborns and to determine the effect of birth weight and metabolic parameters on subsequent growth. We aimed to determine the ef...
Homeostasis Child Development Infant Placental Circulation Female Glycated Hemoglobin Case-Control Studies Infant, Newborn Humans C-Peptide Blood Glucose Adult Prospective Studies Gestational Age Insulin Pregnancy Logistic Models Birth Weight
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