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Transcriptomics,RNA-seq,Normalization methods,Machine learning,Deep learning,Representation learning,Phenotype prediction,Molecular diagnostics
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10.1186/s12859-020-3427-8
BMC Bioinformatics
BMC Bioinformatics, 2020, doi:10.1186/s12859-020-3427-8
Transcriptomics
RNA-seq
Normalization methods
Machine learning
Deep learning
Representation learning
Phenotype prediction
Molecular diagnostics
Standard machine learning approaches outperform deep representation learning on phenotype prediction from transcriptomics data
Aaron M. Smith
Jonathan R. Walsh
John Long
Craig B. Davis
Peter Henstock
Martin R. Hodge
Mateusz Maciejewski
Xinmeng Jasmine Mu
Stephen Ra
Shanrong Zhao
Daniel Ziemek
Charles K. Fisher
2020-03-20T13:19:09+01:00
2020-03-20T13:19:09+01:00
2020-03-13T14:58:22+08:00
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