AIMC Topic: Birth Weight

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Machine Learning-Based Prediction of Large-for-Gestational-Age Infants in Mothers With Gestational Diabetes Mellitus.

The Journal of clinical endocrinology and metabolism Apr 22, 2025
CONTEXT: Large-for-gestational-age (LGA), one of the most common complications of gestational diabetes mellitus (GDM), has become a global concern. The predictive performance of common continuous glucose monitoring (CGM) metrics for LGA is limited.
Humans Birth Weight Blood Glucose Self-Monitoring Predictive Value of Tests Fetal Macrosomia Infant, Large for Gestational Age Gestational Age Diabetes, Gestational Infant, Newborn Female Blood Glucose Adult Prospective Studies Pregnancy Machine Learning
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Single-Examination Risk Prediction of Severe Retinopathy of Prematurity.

Pediatrics Dec 1, 2021
BACKGROUND AND OBJECTIVES: Retinopathy of prematurity (ROP) is a leading cause of childhood blindness. Screening and treatment reduces this risk, but requires multiple examinations of infants, most of whom will not develop severe disease. Previous wo...
Artificial Intelligence Humans Logistic Models Fundus Oculi Early Diagnosis Area Under Curve Birth Weight Predictive Value of Tests Retinopathy of Prematurity Sensitivity and Specificity Risk Severity of Illness Index Gestational Age Infant, Newborn
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Categorization of birth weight phenotypes for inclusion in genetic evaluations using a deep neural network.

Journal of animal science Mar 1, 2021
Birth weight (BW) serves as a valuable indicator of the economically relevant trait of calving ease (CE), and erroneous data collection for BW could impact genetic evaluations for CE. The objective of the current study was to evaluate the use of deep...
Phenotype Neural Networks, Computer Goals Data Collection Models, Genetic Birth Weight Animals
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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...
Placental Circulation Child Development Gestational Age Homeostasis C-Peptide Case-Control Studies Female Blood Glucose Adult Infant, Newborn Infant Prospective Studies Birth Weight Pregnancy Glycated Hemoglobin Humans Logistic Models Insulin
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