Machine learning AND (genetic OR genomic) AND review - PubMed - NCBI

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Machine learning AND (genetic OR genomic) AND review - PubMed - NCBI

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• PubMed links to genetics reviews articles for "Machine learning" 

Machine learning applications in genetics and genomics.

Libbrecht MW, Noble WS.

Nat Rev Genet. 2015 Jun;16(6):321-32. doi: 10.1038/nrg3920. Epub 2015 May 7. Review.

PMID:

 

25948244

 

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Select item 242457632.

Machine learning and tubercular drug target recognition.

Fu LM.

Curr Pharm Des. 2014;20(27):4307-18. Review.

PMID:

 

24245763

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Select item 250537433.

Kernel methods for large-scale genomic data analysis.

Wang X, Xing EP, Schaid DJ.

Brief Bioinform. 2015 Mar;16(2):183-92. doi: 10.1093/bib/bbu024. Epub 2014 Jul 22. Review.

PMID:

 

25053743

 

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Select item 237314834.

Machine learning and genome annotation: a match meant to be?

Yip KY, Cheng C, Gerstein M.

Genome Biol. 2013 May 29;14(5):205. doi: 10.1186/gb-2013-14-5-205. Review.

PMID:

 

23731483

 

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Applications of alignment-free methods in epigenomics.

Pinello L, Lo Bosco G, Yuan GC.

Brief Bioinform. 2014 May;15(3):419-30. doi: 10.1093/bib/bbt078. Epub 2013 Nov 6. Review.

PMID:

 

24197932

 

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Deep learning.

LeCun Y, Bengio Y, Hinton G.

Nature. 2015 May 28;521(7553):436-44. doi: 10.1038/nature14539. Review.

PMID:

 

26017442

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Risk estimation and risk prediction using machine-learning methods.

Kruppa J, Ziegler A, König IR.

Hum Genet. 2012 Oct;131(10):1639-54. doi: 10.1007/s00439-012-1194-y. Epub 2012 Jul 3. Review.

PMID:

 

22752090

 

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Enhancing genome-enabled prediction by bagging genomic BLUP.

Gianola D, Weigel KA, Krämer N, Stella A, Schön CC.

PLoS One. 2014 Apr 10;9(4):e91693. doi: 10.1371/journal.pone.0091693. eCollection 2014.

PMID:

 

24722227

 

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Select item 268663679.

Machine learning and data mining in complex genomic data--a review on the lessons learned in Genetic Analysis Workshop 19.

König IR, Auerbach J, Gola D, Held E, Holzinger ER, Legault MA, Sun R, Tintle N, Yang HC.

BMC Genet. 2016 Feb 3;17 Suppl 2:1. doi: 10.1186/s12863-015-0315-8.

PMID:

 

26866367

 

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Machine learning approaches for the discovery of gene-gene interactions in disease data.

Upstill-Goddard R, Eccles D, Fliege J, Collins A.

Brief Bioinform. 2013 Mar;14(2):251-60. doi: 10.1093/bib/bbs024. Epub 2012 May 18. Review.

PMID:

 

22611119

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Random forests for genomic data analysis.

Chen X, Ishwaran H.

Genomics. 2012 Jun;99(6):323-9. doi: 10.1016/j.ygeno.2012.04.003. Epub 2012 Apr 21. Review.

PMID:

 

22546560

 

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Select item 2354802812.

Applied computational techniques on schizophrenia using genetic mutations.

Aguiar-Pulido V, Gestal M, Fernandez-Lozano C, Rivero D, Munteanu CR.

Curr Top Med Chem. 2013;13(5):675-84. Review.

PMID:

 

23548028

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A review for detecting gene-gene interactions using machine learning methods in geneticepidemiology.

Koo CL, Liew MJ, Mohamad MS, Salleh AH.

Biomed Res Int. 2013;2013:432375. doi: 10.1155/2013/432375. Epub 2013 Oct 21.

PMID:

 

24228248

 

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Deep learning for computational biology.

Angermueller C, Pärnamaa T, Parts L, Stegle O.

Mol Syst Biol. 2016 Jul 29;12(7):878. doi: 10.15252/msb.20156651. Review.

PMID:

 

27474269

 

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Machine learning applications in cancer prognosis and prediction.

Kourou K, Exarchos TP, Exarchos KP, Karamouzis MV, Fotiadis DI.

Comput Struct Biotechnol J. 2014 Nov 15;13:8-17. doi: 10.1016/j.csbj.2014.11.005. eCollection 2015. Review.

PMID:

 

25750696

 

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Prediction of Genetic Interactions Using Machine Learning and Network Properties.

Madhukar NS, Elemento O, Pandey G.

Front Bioeng Biotechnol. 2015 Oct 26;3:172. doi: 10.3389/fbioe.2015.00172. eCollection 2015. Review.

PMID:

 

26579514

 

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Brief review of regression-based and machine learning methods in genetic epidemiology: the Genetic Analysis Workshop 17 experience.

Dasgupta A, Sun YV, König IR, Bailey-Wilson JE, Malley JD.

Genet Epidemiol. 2011;35 Suppl 1:S5-11. doi: 10.1002/gepi.20642. Review.

PMID:

 

22128059

 

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Genetic variants and their interactions in disease risk prediction - machine learning and network perspectives.

Okser S, Pahikkala T, Aittokallio T.

BioData Min. 2013 Mar 1;6(1):5. doi: 10.1186/1756-0381-6-5.

PMID:

 

23448398

 

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Drug-target interaction prediction via chemogenomic space: learning-based methods.

Mousavian Z, Masoudi-Nejad A.

Expert Opin Drug Metab Toxicol. 2014 Sep;10(9):1273-87. doi: 10.1517/17425255.2014.950222. Epub 2014 Aug 11. Review.

PMID:

 

25112457

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Applications of Deep Learning in Biomedicine.

Mamoshina P, Vieira A, Putin E, Zhavoronkov A.

Mol Pharm. 2016 May 2;13(5):1445-54. doi: 10.1021/acs.molpharmaceut.5b00982. Epub 2016 Mar 29. Review.

PMID:

 

27007977

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