AI Medical Compendium Topic

Explore the latest research on artificial intelligence and machine learning in medicine.

Noninvasive Prenatal Testing

Showing 1 to 4 of 4 articles

Clear Filters

FF-QuantSC: accurate quantification of fetal fraction by a neural network model.

Molecular genetics & genomic medicine 32281746
BACKGROUND: Noninvasive prenatal testing (NIPT) is one of the most commonly employed clinical measures for screening of fetal aneuploidy. Fetal Fraction (ff) has been demonstrated to be one of the key factors affecting the performance of NIPT. Accura...
Adult Female Humans Neural Networks, Computer Noninvasive Prenatal Testing Pregnancy Sensitivity and Specificity Sequence Analysis, DNA Software
View on PubMed DOI

Machine learning-enhanced noninvasive prenatal testing of monogenic disorders.

Prenatal diagnosis 38687007
OBJECTIVE: Single-nucleotide variants (SNVs) are of great significance in prenatal diagnosis as they are the leading cause of inherited single-gene disorders (SGDs). Identifying SNVs in a non-invasive prenatal screening (NIPS) scenario is particularl...
Bayes Theorem Cell-Free Nucleic Acids Female Genetic Diseases, Inborn Humans Machine Learning Noninvasive Prenatal Testing Polymorphism, Single Nucleotide Pregnancy
View on PubMed DOI

Self-learning neural network as a prediction model in non-invasive prenatal testing to detect fetal SNVs.

Journal of translational medicine 39080705
Female Fetus Humans Neural Networks, Computer Noninvasive Prenatal Testing Pregnancy Prenatal Diagnosis
View on PubMed DOI

Noninvasive fetal genotyping using deep neural networks.

Briefings in bioinformatics 39992001
Circulating cell-free DNA (cfDNA) is a powerful diagnostics tool that is widely studied in the context of liquid biopsy in oncology and other fields. In obstetrics, maternal plasma cfDNA have already proven its utility, enabling noninvasive prenatal ...
Cell-Free Nucleic Acids Deep Learning Female Fetus Genotype Genotyping Techniques Humans Neural Networks, Computer Noninvasive Prenatal Testing Pregnancy Prenatal Diagnosis Whole Genome Sequencing
View on PubMed DOI
Popular Topics
Recent Journals