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Effective Local and Secondary Protein Structure Prediction by Combining a Neural Network-Based Approach with Extensive Feature Design and Selection without Reliance on Evolutionary Information

Protein structure prediction continues to pose multiple challenges despite outstanding progress that is largely attributable to the use of novel machine learning techniques. One of the widely used representations of local 3D structure—protein blocks (PBs)—can be treated in a similar way to secondary...

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Detalles Bibliográficos
Autores principales: Milchevskiy, Yury V., Milchevskaya, Vladislava Y., Nikitin, Alexei M., Kravatsky, Yury V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10648199/
https://www.ncbi.nlm.nih.gov/pubmed/37958639
http://dx.doi.org/10.3390/ijms242115656