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Learning meaningful representations of protein sequences

How we choose to represent our data has a fundamental impact on our ability to subsequently extract information from them. Machine learning promises to automatically determine efficient representations from large unstructured datasets, such as those arising in biology. However, empirical evidence su...

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Detalles Bibliográficos
Autores principales: Detlefsen, Nicki Skafte, Hauberg, Søren, Boomsma, Wouter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8993921/
https://www.ncbi.nlm.nih.gov/pubmed/35395843
http://dx.doi.org/10.1038/s41467-022-29443-w