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Predicting geographic location from genetic variation with deep neural networks

Most organisms are more closely related to nearby than distant members of their species, creating spatial autocorrelations in genetic data. This allows us to predict the location of origin of a genetic sample by comparing it to a set of samples of known geographic origin. Here, we describe a deep le...

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Bibliografske podrobnosti
izdano v:eLife
Main Authors: Battey, CJ, Ralph, Peter L, Kern, Andrew D
Format: Artigo
Jezik:Inglês
Izdano: eLife Sciences Publications, Ltd 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7324158/
https://ncbi.nlm.nih.gov/pubmed/32511092
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7554/eLife.54507
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