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The whole is greater than its parts: ensembling improves protein contact prediction

The prediction of amino acid contacts from protein sequence is an important problem, as protein contacts are a vital step towards the prediction of folded protein structures. We propose that a powerful concept from deep learning, called ensembling, can increase the accuracy of protein contact predic...

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Detalles Bibliográficos
Autores principales: Billings, Wendy M., Morris, Connor J., Della Corte, Dennis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8044223/
https://www.ncbi.nlm.nih.gov/pubmed/33850214
http://dx.doi.org/10.1038/s41598-021-87524-0