AIMC Topic: Fetal Growth Retardation

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A Machine Learning-Based Intrauterine Growth Restriction (IUGR) Prediction Model for Newborns.

Indian journal of pediatrics Aug 9, 2022
Intrauterine growth restriction (IUGR) is a condition in which the fetal weight is below the 10th percentile for its gestational age. Prenatal exposure to metals can cause a decrease in fetal growth during gestation thereby reducing birth weight. The...
Humans Infant, Newborn Bayes Theorem Birth Weight Machine Learning Pregnancy Female Gestational Age Fetal Growth Retardation
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Machine learning methods to predict attrition in a population-based cohort of very preterm infants.

Scientific reports Jun 22, 2022
The timely identification of cohort participants at higher risk for attrition is important to earlier interventions and efficient use of research resources. Machine learning may have advantages over the conventional approaches to improve discriminati...
Infant, Premature Fetal Growth Retardation Cohort Studies Logistic Models Humans Neural Networks, Computer Machine Learning Female Infant, Newborn
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Identification of Latent Risk Clinical Attributes for Children Born Under IUGR Condition Using Machine Learning Techniques.

Computer methods and programs in biomedicine Nov 20, 2020
BACKGROUND AND OBJECTIVE: Intrauterine Growth Restriction (IUGR) is a condition in which a fetus does not grow to the expected weight during pregnancy. There are several well documented causes in the literature for this issue, such as maternal disord...
Fetal Growth Retardation Blood Pressure Body Weight Heart Rate Male Child Humans Machine Learning Pregnancy Female
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Multiscale Road Extraction in Remote Sensing Images.

Computational intelligence and neuroscience Jul 10, 2019
Recent advances in convolutional neural networks (CNNs) have shown impressive results in semantic segmentation. Among the successful CNN-based methods, U-Net has achieved exciting performance. In this paper, we proposed a novel network architecture b...
Image Processing, Computer-Assisted Humans Adrenal Insufficiency Fetal Growth Retardation Remote Sensing Technology Neural Networks, Computer Data Analysis Urogenital Abnormalities Algorithms Osteochondrodysplasias
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Convolutional Neural Networks for Recognition of Lymphoblast Cell Images.

Computational intelligence and neuroscience Jun 2, 2019
This paper presents the recognition for WHO classification of acute lymphoblastic leukaemia (ALL) subtypes. The two ALL subtypes considered are T-lymphoblastic leukaemia (pre-T) and B-lymphoblastic leukaemia (pre-B). They exhibit various characterist...
Recognition, Psychology Fetal Growth Retardation Urogenital Abnormalities Osteochondrodysplasias Adrenal Insufficiency Lymphocytes Humans Nerve Net Neural Networks, Computer Algorithms Machine Learning Support Vector Machine
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Decision Fusion-Based Fetal Ultrasound Image Plane Classification Using Convolutional Neural Networks.

Ultrasound in medicine & biology Feb 27, 2019
Machine learning for ultrasound image analysis and interpretation can be helpful in automated image classification in large-scale retrospective analyses to objectively derive new indicators of abnormal fetal development that are embedded in ultrasoun...
Humans Neural Networks, Computer Image Interpretation, Computer-Assisted Fetal Growth Retardation Pregnancy Machine Learning Female Retrospective Studies Ultrasonography, Prenatal
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Learning and combining image neighborhoods using random forests for neonatal brain disease classification.

Medical image analysis Aug 9, 2017
It is challenging to characterize and classify normal and abnormal brain development during early childhood. To reduce the complexity of heterogeneous data population, manifold learning techniques are increasingly applied, which find a low-dimensiona...
Brain Diseases Infant, Newborn, Diseases Magnetic Resonance Imaging Cerebral Ventricles Humans Fetal Growth Retardation Supervised Machine Learning Infant, Newborn Image Interpretation, Computer-Assisted
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Fetal growth disorders detection during first trimester gestation through comprehensive maternal circulating DNA profiling.

Human molecular genetics Jun 18, 2025
BACKGROUND: Early diagnosis, close follow-up and timely delivery constitute the main elements for appropriate detection and management of Fetal Growth Disorders (FGD). We hypothesized that fetoplacental FGD-associated alterations can be detected in c...
Pregnancy Female Infant, Newborn Humans Prospective Studies Biomarkers Pregnancy Trimester, First Gestational Age Fetal Growth Retardation Adult DNA Methylation Cell-Free Nucleic Acids
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Predictive Models Using Machine Learning to Identify Fetal Growth Restriction in Patients With Preeclampsia: Development and Evaluation Study.

Journal of medical Internet research May 27, 2025
BACKGROUND: Fetal growth restriction (FGR) is a common complication of preeclampsia. FGR in patients with preeclampsia increases the risk of neonatal-perinatal mortality and morbidity. However, previous prediction methods for FGR are class-biased or ...
Pregnancy Female Adult Case-Control Studies Pre-Eclampsia Fetal Growth Retardation Humans Machine Learning Retrospective Studies
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