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Machine Learning SNP Based Prediction for Precision Medicine

Published:2019-03-27 Issue: Volume:10 Page:
ISSN:1664-8021
Container-title:Frontiers in Genetics
language:
Short-container-title:Front. Genet.

Author:

Ho Daniel Sik Wai,Schierding William,Wake Melissa,Saffery Richard,O’Sullivan Justin

Funder

Ministry of Business, Innovation and Employment

Publisher

Frontiers Media SA

Subject

Genetics (clinical),Genetics,Molecular Medicine

Reference111 articles.

1. Genomic risk prediction of complex human disease and its clinical application.;Abraham;Curr. Opin. Genet. Dev.,2015

2. Performance and robustness of penalized and unpenalized methods for genetic prediction of complex human disease.;Abraham;Genet. Epidemiol.,2013

3. Accurate and robust genomic prediction of celiac disease using statistical learning.;Abraham;PLoS Genet.,2014

4. Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning.;Alipanahi;Nat. Biotechnol.,2015

5. Genetic scoring analysis: a way forward in genome wide association studies?;Amin;Eur. J. Epidemiol.,2009

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