Bi-stream CNN Down Syndrome screening model based on genotyping array

Bi-stream CNN Down Syndrome screening model based on genotyping array

Abstract Background Human Down syndrome (DS) is usually caused by genomic micro-duplications and dosage imbalances of human chromosome 21. It is associated with many genomic and phenotype abnormalities. Even though human DS occurs about 1 per 1,000 births worldwide, which is a very high rate, resear...

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Bibliographic Details
Main Authors: Bing Feng, William Hoskins, Yan Zhang, Zibo Meng, David C. Samuels, Jiandong Wang, Ruofan Xia, Chao Liu, Jijun Tang, Yan Guo
Format: Article
Language:English
Published: BMC 2018-11-01
Series:BMC Medical Genomics
Subjects:
Deep learning
Convolutional neural networks
Human down syndrome
Genotyping
Online Access:http://link.springer.com/article/10.1186/s12920-018-0416-0

Internet

http://link.springer.com/article/10.1186/s12920-018-0416-0

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