AIMC Topic: Amniotic Fluid

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Fetal biometry and amniotic fluid volume assessment end-to-end automation using Deep Learning.

Nature communications Nov 3, 2023
Fetal biometry and amniotic fluid volume assessments are two essential yet repetitive tasks in fetal ultrasound screening scans, aiding in the detection of potentially life-threatening conditions. However, these assessment methods can occasionally yi...
Humans Retrospective Studies Automation Biometry Female Pregnancy Amniotic Fluid Deep Learning
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Prediction of preterm birth using artificial intelligence: a systematic review.

Journal of obstetrics and gynaecology : the journal of the Institute of Obstetrics and Gynaecology Jun 1, 2022
Preterm birth is the leading cause of neonatal death. It is challenging to predict preterm birth. We elucidated the state of artificial intelligence research on the prediction of preterm birth, clarifying the predictive values and accuracy. We perfor...
Humans Amniotic Fluid Female Infant, Newborn Artificial Intelligence Premature Birth Cervix Uteri
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Automated ultrasound assessment of amniotic fluid index using deep learning.

Medical image analysis Jan 7, 2021
The estimation of antenatal amniotic fluid (AF) volume (AFV) is important as it offers crucial information about fetal development, fetal well-being, and perinatal prognosis. However, AFV measurement is cumbersome and patient specific. Moreover, it i...
Amniotic Fluid Female Humans Deep Learning Pregnancy Ultrasonography
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A Crossover Comparison of Standard and Telerobotic Approaches to Prenatal Sonography.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine Apr 24, 2018
OBJECTIVES: To determine the feasibility of a telerobotic approach to remotely perform prenatal sonographic examinations.
Amniotic Fluid Humans Prospective Studies Placenta Feasibility Studies Robotics Fetus Biometry Reproducibility of Results Cross-Over Studies Pregnancy Adult Female Ultrasonography, Prenatal
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Sludge reflects intra-amniotic inflammation with or without microorganisms.

American journal of reproductive immunology (New York, N.Y. : 1989) Dec 27, 2017
PROBLEM: To investigate whether amniotic fluid (AF) "sludge" in patients with preterm labor (PTL) with intact membranes is related to intra-amniotic infection or inflammation.
Chorioamnionitis Interleukin-8 Obstetric Labor, Premature Pregnancy Particulate Matter Female Ureaplasma Mycoplasma Gestational Age Humans Ultrasonography Polymerase Chain Reaction Amniotic Fluid Infections Retrospective Studies
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Artificial intelligence and amniotic fluid multiomics: prediction of perinatal outcome in asymptomatic women with short cervix.

Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology Jul 1, 2019
OBJECTIVE: To evaluate the application of artificial intelligence (AI), i.e. deep learning and other machine-learning techniques, to amniotic fluid (AF) metabolomics and proteomics, alone and in combination with sonographic, clinical and demographic ...
Proteomics Cervix Uteri Metabolomics Ultrasonography Pregnancy Outcome Intensive Care Units, Neonatal Amniocentesis Cervical Length Measurement Pregnancy Trimester, Second Amniotic Fluid Predictive Value of Tests Female Young Adult Sensitivity and Specificity Adolescent Adult Artificial Intelligence Retrospective Studies Pregnancy Humans
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Diagnostic value of CA 19-9 in pregnancies complicated by spinal neural tube defects: a preliminary study.

Ginekologia polska Jan 1, 2016
OBJECTIVES: Various physiological and pathological conditions can induce significant variations in plasma concentrations of tumor markers, such as CA 19-9, which is present in the serum and amniotic fluid of pregnant women. Herein, we aimed to determ...
Neural Tube Defects Amniotic Fluid Prenatal Diagnosis CA-19-9 Antigen Pregnancy Reference Values Cross-Sectional Studies Humans Female Pregnancy Trimester, Second Case-Control Studies Biomarkers Adult
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