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Inference of Coalescence Times and Variant Ages Using Convolutional Neural Networks

Accurate inference of the time to the most recent common ancestor (TMRCA) between pairs of individuals and of the age of genomic variants is key in several population genetic analyses. We developed a likelihood-free approach, called CoalNN, which uses a convolutional neural network to predict pairwi...

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Detalles Bibliográficos
Autores principales: Nait Saada, Juba, Tsangalidou, Zoi, Stricker, Miriam, Palamara, Pier Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10581698/
https://www.ncbi.nlm.nih.gov/pubmed/37738175
http://dx.doi.org/10.1093/molbev/msad211