AIMC Topic: Nuchal Translucency Measurement

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A novel machine-learning algorithm to screen for trisomy 21 in first-trimester singleton pregnancies.

Journal of obstetrics and gynaecology : the journal of the Institute of Obstetrics and Gynaecology Jul 9, 2025
BACKGROUND: Antenatal screening for Trisomy 21 (T21) in the UK is performed primarily in the first trimester. Nuchal Translucency (NT), gestational age, Free β-HCG and PAPP-A are used in combination, creating the 'combined' test. Multivariate Gaussia...
Down Syndrome False Positive Reactions Adult Pregnancy Trimester, First Nuchal Translucency Measurement Chorionic Gonadotropin, beta Subunit, Human Pregnancy-Associated Plasma Protein-A Gestational Age Humans Prenatal Diagnosis Machine Learning Pregnancy Female Algorithms
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Deep-learning computer vision can identify increased nuchal translucency in the first trimester of pregnancy.

Prenatal diagnosis Apr 1, 2024
OBJECTIVE: Many fetal anomalies can already be diagnosed by ultrasound in the first trimester of pregnancy. Unfortunately, in clinical practice, detection rates for anomalies in early pregnancy remain low. Our aim was to use an automated image segmen...
Deep Learning Pregnancy Trimester, First Adult Ultrasonography, Prenatal Nuchal Translucency Measurement Pregnancy Female Humans
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Deep Learning for Nuchal Translucency-Based Screening for Fetal Trisomy 21.

JAMA network open Jun 1, 2022
Crown-Rump Length Trisomy Down Syndrome Nuchal Translucency Measurement Female Deep Learning Humans Pregnancy
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Machine learning improves early prediction of small-for-gestational-age births and reveals nuchal fold thickness as unexpected predictor.

Prenatal diagnosis Feb 12, 2021
OBJECTIVE: To investigate the performance of the machine learning (ML) model in predicting small-for-gestational-age (SGA) at birth, using second-trimester data.
Humans Machine Learning Female Infant, Newborn Retrospective Studies Gestational Age Nuchal Translucency Measurement Predictive Value of Tests Male Infant, Small for Gestational Age Singapore Logistic Models
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Automatic detection and measurement of nuchal translucency.

Computers in biology and medicine Jan 20, 2017
In this paper we propose a new methodology to support the physician both to identify automatically the nuchal region and to obtain a correct thickness measurement of the nuchal translucency. The thickness of the nuchal translucency is one of the main...
Wavelet Analysis Humans Nuchal Translucency Measurement Pattern Recognition, Automated Reproducibility of Results Down Syndrome Machine Learning Sensitivity and Specificity Algorithms Image Interpretation, Computer-Assisted
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Deep Learning Model for Real-Time Nuchal Translucency Assessment at Prenatal US.

Radiology. Artificial intelligence Jul 1, 2025
Purpose To develop and evaluate an artificial intelligence-based model for real-time nuchal translucency (NT) plane identification and measurement in prenatal US assessments. Materials and Methods In this retrospective multicenter study conducted fro...
Retrospective Studies Pregnancy Female Humans Deep Learning Nuchal Translucency Measurement Adult Ultrasonography, Prenatal
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Exploitation of Medical Crisp Database for Fuzzy Diagnostic Decision Support Systems.

Studies in health technology and informatics Jan 1, 2015
There are several types of Diagnostic Decision Support Systems (DDSS) but all move towards a common direction: provide assistance to the doctors/clinicians to make the right diagnosis for a specific patient, minimizing as much as possible the needed ...
Nuchal Translucency Measurement Maternal Age Chromosome Disorders Diagnosis, Computer-Assisted Fuzzy Logic Decision Support Systems, Clinical Humans Databases, Factual Blood Pressure Algorithms Ultrasonography, Prenatal
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