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Identification of natural selection in genomic data with deep convolutional neural network

Identification of natural selection in genomic data with deep convolutional neural network

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_5e540e5ba9c846429f8779d37d55e3f3

Identification of natural selection in genomic data with deep convolutional neural network

About this item

Full title

Identification of natural selection in genomic data with deep convolutional neural network

Publisher

London: BioMed Central Ltd

Journal title

BioData mining, 2021-12, Vol.14 (1), p.1-51, Article 51

Language

English

Formats

Publication information

Publisher

London: BioMed Central Ltd

More information

Scope and Contents

Contents

With the increase in the size of genomic datasets describing variability in populations, extracting relevant information becomes increasingly useful as well as complex. Recently, computational methodologies such as Supervised Machine Learning and specifically Convolutional Neural Networks have been proposed to make inferences on demographic and ada...

Alternative Titles

Full title

Identification of natural selection in genomic data with deep convolutional neural network

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_5e540e5ba9c846429f8779d37d55e3f3

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_5e540e5ba9c846429f8779d37d55e3f3

Other Identifiers

ISSN

1756-0381

E-ISSN

1756-0381

DOI

10.1186/s13040-021-00280-9

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