Application of Neural Networks for classification of Patau, Edwards, Down, Turner and Klinefelter Syndrome based on first trimester maternal serum screening data, ultrasonographic findings and patient demographics

Application of Neural Networks for classification of Patau, Edwards, Down, Turner and Klinefelter Syndrome based on first trimester maternal serum screening data, ultrasonographic findings and patient demographics

Abstract Background The usage of Artificial Neural Networks (ANNs) for genome-enabled classifications and establishing genome-phenotype correlations have been investigated more extensively over the past few years. The reason for this is that ANNs are good approximates of complex functions, so classi...

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Bibliographic Details
Main Authors: Aida Catic, Lejla Gurbeta, Amina Kurtovic-Kozaric, Senad Mehmedbasic, Almir Badnjevic
Format: Article
Language:English
Published: BMC 2018-02-01
Series:BMC Medical Genomics
Subjects:
Combined test
Trisomy
Fetal aneuploidy
Prenatal diagnosis
Artificial neural networks
Feedforward neural network
Online Access:http://link.springer.com/article/10.1186/s12920-018-0333-2

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http://link.springer.com/article/10.1186/s12920-018-0333-2

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