AIMC Topic: Chromosome Disorders

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Prediction of chromosomal abnormalities in the screening of the first trimester of pregnancy using machine learning methods: a study protocol.

Reproductive health Jul 3, 2024
BACKGROUND: For women in the first trimester, amniocentesis or chorionic villus sampling is recommended for screening. Machine learning has shown increased accuracy over time and finds numerous applications in enhancing decision-making, patient care,...
Humans Machine Learning Pregnancy Female Adult Cross-Sectional Studies Pregnancy Trimester, First Iran Chromosome Aberrations Prenatal Diagnosis Chromosome Disorders Amniocentesis
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Varifocal-Net: A Chromosome Classification Approach Using Deep Convolutional Networks.

IEEE transactions on medical imaging Mar 19, 2019
Chromosome classification is critical for karyotyping in abnormality diagnosis. To expedite the diagnosis, we present a novel method named Varifocal-Net for simultaneous classification of chromosome's type and polarity using deep convolutional networ...
Humans Neural Networks, Computer Algorithms Female Male Supervised Machine Learning Image Interpretation, Computer-Assisted Chromosomes Chromosome Disorders Karyotyping
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First Trimester Noninvasive Prenatal Diagnosis: A Computational Intelligence Approach.

IEEE journal of biomedical and health informatics Jul 29, 2015
The objective of this study is to examine the potential value of using machine learning techniques such as artificial neural network (ANN) schemes for the noninvasive estimation, at 11-13 weeks of gestation, the risk for euploidy, trisomy 21 (T21), a...
Humans Artificial Intelligence Biomarkers Pregnancy Female Computational Biology Pregnancy Trimester, First Maternal Age Prenatal Diagnosis Chromosome Disorders Crown-Rump Length
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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 ...
Humans Algorithms Databases, Factual Ultrasonography, Prenatal Diagnosis, Computer-Assisted Decision Support Systems, Clinical Fuzzy Logic Blood Pressure Maternal Age Chromosome Disorders Nuchal Translucency Measurement
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