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Training data composition affects performance of protein structure analysis algorithms

The three-dimensional structures of proteins are crucial for understanding their molecular mechanisms and interactions. Machine learning algorithms that are able to learn accurate representations of protein structures are therefore poised to play a key role in protein engineering and drug developmen...

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Detalles Bibliográficos
Autores principales: Derry, Alexander, Carpenter, Kristy A., Altman, Russ B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8669736/
https://www.ncbi.nlm.nih.gov/pubmed/34890132