Accurate Inference of Tree Topologies from Multiple Sequence Alignments Using Deep Learning.

Suvorov, Anton; Hochuli, Joshua; Schrider, Daniel R

Suvorov, Anton; Hochuli, Joshua; Schrider, Daniel R.

Affiliation

Suvorov A; Department of Genetics, University of North Carolina at Chapel Hill, 120 Mason Farm Road, UNC-Chapel Hill, Chapel Hill, NC 27599-7264, USA.
Hochuli J; Biological and Biomedical Sciences Program, University of North Carolina at Chapel Hill, 130 Mason Farm Road, UNC-Chapel Hill Chapel Hill, NC 27599-7264, USA.
Schrider DR; Biological and Biomedical Sciences Program, University of North Carolina at Chapel Hill, 130 Mason Farm Road, UNC-Chapel Hill Chapel Hill, NC 27599-7264, USA.

Syst Biol ; 69(2): 221-233, 2020 03 01.

Article in En | MEDLINE | ID: mdl-31504938

Subject(s)

Classification/methods; Deep Learning; Phylogeny; Sequence Alignment/methods; Computer Simulation; Neural Networks, Computer

Key words

Supervised machine learning; convolutional neuronal network; phylogenetics

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Phylogeny / Sequence Alignment / Classification / Deep Learning Type of study: Prognostic_studies Language: En Journal: Syst Biol Journal subject: BIOLOGIA Year: 2020 Type: Article Affiliation country: United States

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