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Improved cluster ranking in protein–protein docking using a regression approach

We develop a Regression-based Ranking by Pairwise Cluster Comparisons (RRPCC) method to rank clusters of similar protein complex conformations generated by an underlying docking program. The method leverages robust regression to predict the relative quality difference between any pair or clusters an...

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Detalles Bibliográficos
Autores principales: Sotudian, Shahabeddin, Desta, Israel T., Hashemi, Nasser, Zarbafian, Shahrooz, Kozakov, Dima, Vakili, Pirooz, Vajda, Sandor, Paschalidis, Ioannis Ch.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8102165/
https://www.ncbi.nlm.nih.gov/pubmed/33995918
http://dx.doi.org/10.1016/j.csbj.2021.04.028